library(dplyr) library(stringr) library(magrittr) library(tidyselect) library(tidyverse) library(datasets) library(haven)
Statistical Programming with R
Packages we use
Reading in the data from different files
The GSS data was provided as .csv and .dta files. The package havenprovides nice functions for reading in various data formats. In order to get the path, we can copy it form the folder:
R is peculiar with paths
The path looks like this:
C:\Users\DstMove\Desktop\RGhana\Lecture D\test data
But we have to turn the slashes for it to work in R:
path <- "C:/Users/DstMove/Desktop/RGhana/Lecture D/test data" path
## [1] "C:/Users/DstMove/Desktop/RGhana/Lecture D/test data"
Reading in data
We have a function, read.cvs2() for reading in .csv files, and read_dta() reads in .dta files:
glss7 <- read.csv2(paste0(path, "/", "glss7.csv"), sep = ",") GHA_BASICINFO <- read_dta(paste0(path, "/", "00_GHA_BASICINFO.dta")) GHA_EXPFOOD <- read_dta(paste0(path, "/", "01_GHA_EXPFOOD.dta"))
Inspecting data: glss7
let’s look at the datasets:
glss7
## Country.name Geographical.code Household.unique.ID Enumeration.Area
## 1 Ghana Western 70001/01 70001
## 2 Ghana Western 70001/02 70001
## 3 Ghana Western 70001/03 70001
## 4 Ghana Western 70001/04 70001
## 5 Ghana Western 70001/05 70001
## 6 Ghana Western 70001/06 70001
## 7 Ghana Western 70001/07 70001
## 8 Ghana Western 70001/08 70001
## 9 Ghana Western 70001/09 70001
## 10 Ghana Western 70001/10 70001
## 11 Ghana Western 70001/11 70001
## 12 Ghana Western 70001/12 70001
## 13 Ghana Western 70001/14 70001
## 14 Ghana Western 70001/15 70001
## 15 Ghana Western 70002/01 70002
## 16 Ghana Western 70002/02 70002
## 17 Ghana Western 70002/03 70002
## 18 Ghana Western 70002/04 70002
## 19 Ghana Western 70002/05 70002
## 20 Ghana Western 70002/06 70002
## 21 Ghana Western 70002/07 70002
## 22 Ghana Western 70002/08 70002
## 23 Ghana Western 70002/09 70002
## 24 Ghana Western 70002/10 70002
## 25 Ghana Western 70002/11 70002
## 26 Ghana Western 70002/13 70002
## 27 Ghana Western 70002/14 70002
## 28 Ghana Western 70002/15 70002
## 29 Ghana Western 70003/01 70003
## 30 Ghana Western 70003/03 70003
## 31 Ghana Western 70003/04 70003
## 32 Ghana Western 70003/05 70003
## 33 Ghana Western 70003/06 70003
## 34 Ghana Western 70003/07 70003
## 35 Ghana Western 70003/09 70003
## 36 Ghana Western 70003/10 70003
## 37 Ghana Western 70003/11 70003
## 38 Ghana Western 70003/12 70003
## 39 Ghana Western 70003/13 70003
## 40 Ghana Western 70003/14 70003
## 41 Ghana Western 70004/01 70004
## 42 Ghana Western 70004/02 70004
## 43 Ghana Western 70004/03 70004
## 44 Ghana Western 70004/05 70004
## 45 Ghana Western 70004/06 70004
## 46 Ghana Western 70004/07 70004
## 47 Ghana Western 70004/08 70004
## 48 Ghana Western 70004/09 70004
## 49 Ghana Western 70004/10 70004
## 50 Ghana Western 70004/11 70004
## 51 Ghana Western 70004/12 70004
## 52 Ghana Western 70004/14 70004
## 53 Ghana Western 70004/15 70004
## 54 Ghana Western 70005/01 70005
## 55 Ghana Western 70005/02 70005
## 56 Ghana Western 70005/03 70005
## 57 Ghana Western 70005/04 70005
## 58 Ghana Western 70005/05 70005
## 59 Ghana Western 70005/06 70005
## 60 Ghana Western 70005/07 70005
## 61 Ghana Western 70005/08 70005
## 62 Ghana Western 70005/09 70005
## 63 Ghana Western 70005/10 70005
## 64 Ghana Western 70005/11 70005
## 65 Ghana Western 70005/12 70005
## 66 Ghana Western 70005/13 70005
## 67 Ghana Western 70005/14 70005
## 68 Ghana Western 70005/15 70005
## 69 Ghana Western 70006/01 70006
## 70 Ghana Western 70006/02 70006
## 71 Ghana Western 70006/03 70006
## 72 Ghana Western 70006/04 70006
## 73 Ghana Western 70006/05 70006
## 74 Ghana Western 70006/06 70006
## 75 Ghana Western 70006/07 70006
## 76 Ghana Western 70006/08 70006
## 77 Ghana Western 70006/09 70006
## 78 Ghana Western 70006/10 70006
## 79 Ghana Western 70006/12 70006
## 80 Ghana Western 70006/13 70006
## 81 Ghana Western 70006/14 70006
## 82 Ghana Western 70006/15 70006
## 83 Ghana Western 70007/01 70007
## 84 Ghana Western 70007/02 70007
## 85 Ghana Western 70007/03 70007
## 86 Ghana Western 70007/04 70007
## 87 Ghana Western 70007/05 70007
## 88 Ghana Western 70007/06 70007
## 89 Ghana Western 70007/07 70007
## 90 Ghana Western 70007/08 70007
## 91 Ghana Western 70007/10 70007
## 92 Ghana Western 70007/11 70007
## 93 Ghana Western 70007/12 70007
## 94 Ghana Western 70007/13 70007
## 95 Ghana Western 70007/14 70007
## 96 Ghana Western 70007/15 70007
## 97 Ghana Western 70008/01 70008
## 98 Ghana Western 70008/02 70008
## 99 Ghana Western 70008/03 70008
## 100 Ghana Western 70008/04 70008
## 101 Ghana Western 70008/06 70008
## 102 Ghana Western 70008/07 70008
## 103 Ghana Western 70008/08 70008
## 104 Ghana Western 70008/09 70008
## 105 Ghana Western 70008/10 70008
## 106 Ghana Western 70008/11 70008
## 107 Ghana Western 70008/12 70008
## 108 Ghana Western 70008/13 70008
## 109 Ghana Western 70008/14 70008
## 110 Ghana Western 70008/15 70008
## 111 Ghana Western 70009/01 70009
## 112 Ghana Western 70009/02 70009
## 113 Ghana Western 70009/03 70009
## 114 Ghana Western 70009/04 70009
## 115 Ghana Western 70009/06 70009
## 116 Ghana Western 70009/07 70009
## 117 Ghana Western 70009/08 70009
## 118 Ghana Western 70009/09 70009
## 119 Ghana Western 70009/10 70009
## 120 Ghana Western 70009/11 70009
## 121 Ghana Western 70009/12 70009
## 122 Ghana Western 70009/14 70009
## 123 Ghana Western 70009/15 70009
## 124 Ghana Western 70010/02 70010
## 125 Ghana Western 70010/03 70010
## 126 Ghana Western 70010/04 70010
## 127 Ghana Western 70010/05 70010
## 128 Ghana Western 70010/06 70010
## 129 Ghana Western 70010/07 70010
## 130 Ghana Western 70010/08 70010
## 131 Ghana Western 70010/09 70010
## 132 Ghana Western 70010/11 70010
## 133 Ghana Western 70010/14 70010
## 134 Ghana Western 70011/01 70011
## 135 Ghana Western 70011/02 70011
## 136 Ghana Western 70011/04 70011
## 137 Ghana Western 70011/05 70011
## 138 Ghana Western 70011/06 70011
## 139 Ghana Western 70011/07 70011
## 140 Ghana Western 70011/08 70011
## 141 Ghana Western 70011/09 70011
## 142 Ghana Western 70011/10 70011
## 143 Ghana Western 70011/11 70011
## 144 Ghana Western 70011/13 70011
## 145 Ghana Western 70011/14 70011
## 146 Ghana Western 70012/01 70012
## 147 Ghana Western 70012/02 70012
## 148 Ghana Western 70012/03 70012
## 149 Ghana Western 70012/05 70012
## 150 Ghana Western 70012/06 70012
## 151 Ghana Western 70012/07 70012
## 152 Ghana Western 70012/08 70012
## 153 Ghana Western 70012/10 70012
## 154 Ghana Western 70012/11 70012
## 155 Ghana Western 70012/12 70012
## 156 Ghana Western 70012/13 70012
## 157 Ghana Western 70012/14 70012
## 158 Ghana Western 70013/02 70013
## 159 Ghana Western 70013/03 70013
## 160 Ghana Western 70013/04 70013
## 161 Ghana Western 70013/05 70013
## 162 Ghana Western 70013/06 70013
## 163 Ghana Western 70013/07 70013
## 164 Ghana Western 70013/08 70013
## 165 Ghana Western 70013/09 70013
## 166 Ghana Western 70013/10 70013
## 167 Ghana Western 70013/11 70013
## 168 Ghana Western 70013/12 70013
## 169 Ghana Western 70013/14 70013
## 170 Ghana Western 70013/15 70013
## 171 Ghana Western 70014/01 70014
## 172 Ghana Western 70014/02 70014
## 173 Ghana Western 70014/03 70014
## 174 Ghana Western 70014/05 70014
## 175 Ghana Western 70014/06 70014
## 176 Ghana Western 70014/07 70014
## 177 Ghana Western 70014/09 70014
## 178 Ghana Western 70014/11 70014
## 179 Ghana Western 70014/12 70014
## 180 Ghana Western 70014/13 70014
## 181 Ghana Western 70014/14 70014
## 182 Ghana Western 70014/15 70014
## 183 Ghana Western 70015/01 70015
## 184 Ghana Western 70015/02 70015
## 185 Ghana Western 70015/03 70015
## 186 Ghana Western 70015/04 70015
## 187 Ghana Western 70015/05 70015
## 188 Ghana Western 70015/06 70015
## 189 Ghana Western 70015/07 70015
## 190 Ghana Western 70015/08 70015
## 191 Ghana Western 70015/09 70015
## 192 Ghana Western 70015/10 70015
## 193 Ghana Western 70015/11 70015
## 194 Ghana Western 70015/12 70015
## 195 Ghana Western 70015/13 70015
## 196 Ghana Western 70015/14 70015
## 197 Ghana Western 70016/01 70016
## 198 Ghana Western 70016/03 70016
## 199 Ghana Western 70016/04 70016
## 200 Ghana Western 70016/05 70016
## 201 Ghana Western 70016/06 70016
## 202 Ghana Western 70016/07 70016
## 203 Ghana Western 70016/08 70016
## 204 Ghana Western 70016/09 70016
## 205 Ghana Western 70016/10 70016
## 206 Ghana Western 70016/11 70016
## 207 Ghana Western 70016/12 70016
## 208 Ghana Western 70016/15 70016
## 209 Ghana Western 70017/01 70017
## 210 Ghana Western 70017/03 70017
## 211 Ghana Western 70017/04 70017
## 212 Ghana Western 70017/05 70017
## 213 Ghana Western 70017/06 70017
## 214 Ghana Western 70017/07 70017
## 215 Ghana Western 70017/10 70017
## 216 Ghana Western 70017/12 70017
## 217 Ghana Western 70017/13 70017
## 218 Ghana Western 70017/14 70017
## 219 Ghana Western 70017/15 70017
## 220 Ghana Western 70018/02 70018
## 221 Ghana Western 70018/03 70018
## 222 Ghana Western 70018/05 70018
## 223 Ghana Western 70018/07 70018
## 224 Ghana Western 70018/08 70018
## 225 Ghana Western 70018/09 70018
## 226 Ghana Western 70018/10 70018
## 227 Ghana Western 70018/11 70018
## 228 Ghana Western 70018/12 70018
## 229 Ghana Western 70018/13 70018
## 230 Ghana Western 70018/14 70018
## 231 Ghana Western 70019/01 70019
## 232 Ghana Western 70019/02 70019
## 233 Ghana Western 70019/03 70019
## 234 Ghana Western 70019/05 70019
## 235 Ghana Western 70019/06 70019
## 236 Ghana Western 70019/07 70019
## 237 Ghana Western 70019/08 70019
## 238 Ghana Western 70019/09 70019
## 239 Ghana Western 70019/10 70019
## 240 Ghana Western 70019/12 70019
## 241 Ghana Western 70019/13 70019
## 242 Ghana Western 70019/15 70019
## 243 Ghana Western 70020/01 70020
## 244 Ghana Western 70020/03 70020
## 245 Ghana Western 70020/04 70020
## 246 Ghana Western 70020/05 70020
## 247 Ghana Western 70020/06 70020
## 248 Ghana Western 70020/08 70020
## 249 Ghana Western 70020/10 70020
## 250 Ghana Western 70020/11 70020
## 251 Ghana Western 70020/12 70020
## 252 Ghana Western 70020/15 70020
## 253 Ghana Western 70021/01 70021
## 254 Ghana Western 70021/02 70021
## 255 Ghana Western 70021/03 70021
## 256 Ghana Western 70021/04 70021
## 257 Ghana Western 70021/05 70021
## 258 Ghana Western 70021/06 70021
## 259 Ghana Western 70021/08 70021
## 260 Ghana Western 70021/09 70021
## 261 Ghana Western 70021/10 70021
## 262 Ghana Western 70021/11 70021
## 263 Ghana Western 70021/14 70021
## 264 Ghana Western 70022/01 70022
## 265 Ghana Western 70022/03 70022
## 266 Ghana Western 70022/04 70022
## 267 Ghana Western 70022/05 70022
## 268 Ghana Western 70022/09 70022
## 269 Ghana Western 70022/10 70022
## 270 Ghana Western 70022/11 70022
## 271 Ghana Western 70022/14 70022
## 272 Ghana Western 70022/15 70022
## 273 Ghana Western 70023/01 70023
## 274 Ghana Western 70023/02 70023
## 275 Ghana Western 70023/03 70023
## 276 Ghana Western 70023/05 70023
## 277 Ghana Western 70023/07 70023
## 278 Ghana Western 70023/08 70023
## 279 Ghana Western 70023/10 70023
## 280 Ghana Western 70023/11 70023
## 281 Ghana Western 70023/12 70023
## 282 Ghana Western 70023/13 70023
## 283 Ghana Western 70023/14 70023
## 284 Ghana Western 70023/15 70023
## 285 Ghana Western 70024/01 70024
## 286 Ghana Western 70024/02 70024
## 287 Ghana Western 70024/04 70024
## 288 Ghana Western 70024/05 70024
## 289 Ghana Western 70024/07 70024
## 290 Ghana Western 70024/09 70024
## 291 Ghana Western 70024/10 70024
## 292 Ghana Western 70024/11 70024
## 293 Ghana Western 70024/12 70024
## 294 Ghana Western 70024/14 70024
## 295 Ghana Western 70024/15 70024
## 296 Ghana Western 70025/01 70025
## 297 Ghana Western 70025/02 70025
## 298 Ghana Western 70025/03 70025
## 299 Ghana Western 70025/05 70025
## 300 Ghana Western 70025/06 70025
## 301 Ghana Western 70025/08 70025
## 302 Ghana Western 70025/09 70025
## 303 Ghana Western 70025/10 70025
## 304 Ghana Western 70025/11 70025
## 305 Ghana Western 70025/12 70025
## 306 Ghana Western 70025/13 70025
## 307 Ghana Western 70025/14 70025
## 308 Ghana Western 70025/15 70025
## 309 Ghana Western 70026/01 70026
## 310 Ghana Western 70026/02 70026
## 311 Ghana Western 70026/03 70026
## 312 Ghana Western 70026/05 70026
## 313 Ghana Western 70026/06 70026
## 314 Ghana Western 70026/07 70026
## 315 Ghana Western 70026/08 70026
## 316 Ghana Western 70026/09 70026
## 317 Ghana Western 70026/12 70026
## 318 Ghana Western 70026/13 70026
## 319 Ghana Western 70026/14 70026
## 320 Ghana Western 70027/01 70027
## 321 Ghana Western 70027/02 70027
## 322 Ghana Western 70027/03 70027
## 323 Ghana Western 70027/04 70027
## 324 Ghana Western 70027/05 70027
## 325 Ghana Western 70027/06 70027
## 326 Ghana Western 70027/07 70027
## 327 Ghana Western 70027/08 70027
## 328 Ghana Western 70027/09 70027
## 329 Ghana Western 70027/11 70027
## 330 Ghana Western 70027/12 70027
## 331 Ghana Western 70027/13 70027
## 332 Ghana Western 70027/14 70027
## 333 Ghana Western 70027/15 70027
## 334 Ghana Western 70028/01 70028
## 335 Ghana Western 70028/02 70028
## 336 Ghana Western 70028/03 70028
## 337 Ghana Western 70028/04 70028
## 338 Ghana Western 70028/05 70028
## 339 Ghana Western 70028/06 70028
## 340 Ghana Western 70028/07 70028
## 341 Ghana Western 70028/08 70028
## 342 Ghana Western 70028/09 70028
## 343 Ghana Western 70028/10 70028
## 344 Ghana Western 70028/11 70028
## 345 Ghana Western 70028/12 70028
## 346 Ghana Western 70028/13 70028
## 347 Ghana Western 70028/14 70028
## 348 Ghana Western 70028/15 70028
## 349 Ghana Western 70029/01 70029
## 350 Ghana Western 70029/02 70029
## 351 Ghana Western 70029/03 70029
## 352 Ghana Western 70029/04 70029
## 353 Ghana Western 70029/05 70029
## 354 Ghana Western 70029/06 70029
## 355 Ghana Western 70029/07 70029
## 356 Ghana Western 70029/08 70029
## 357 Ghana Western 70029/09 70029
## 358 Ghana Western 70029/10 70029
## 359 Ghana Western 70029/11 70029
## 360 Ghana Western 70029/12 70029
## 361 Ghana Western 70029/13 70029
## 362 Ghana Western 70029/14 70029
## 363 Ghana Western 70029/15 70029
## 364 Ghana Western 70030/01 70030
## 365 Ghana Western 70030/02 70030
## 366 Ghana Western 70030/03 70030
## 367 Ghana Western 70030/04 70030
## 368 Ghana Western 70030/05 70030
## 369 Ghana Western 70030/06 70030
## 370 Ghana Western 70030/07 70030
## 371 Ghana Western 70030/08 70030
## 372 Ghana Western 70030/09 70030
## 373 Ghana Western 70030/10 70030
## 374 Ghana Western 70030/12 70030
## 375 Ghana Western 70030/13 70030
## 376 Ghana Western 70030/14 70030
## 377 Ghana Western 70030/15 70030
## 378 Ghana Western 70031/01 70031
## 379 Ghana Western 70031/02 70031
## 380 Ghana Western 70031/03 70031
## 381 Ghana Western 70031/04 70031
## 382 Ghana Western 70031/05 70031
## 383 Ghana Western 70031/06 70031
## 384 Ghana Western 70031/07 70031
## 385 Ghana Western 70031/08 70031
## 386 Ghana Western 70031/09 70031
## 387 Ghana Western 70031/10 70031
## 388 Ghana Western 70031/11 70031
## 389 Ghana Western 70031/12 70031
## 390 Ghana Western 70031/13 70031
## 391 Ghana Western 70031/14 70031
## 392 Ghana Western 70031/15 70031
## 393 Ghana Western 70032/01 70032
## 394 Ghana Western 70032/02 70032
## 395 Ghana Western 70032/03 70032
## 396 Ghana Western 70032/04 70032
## 397 Ghana Western 70032/05 70032
## 398 Ghana Western 70032/06 70032
## 399 Ghana Western 70032/07 70032
## 400 Ghana Western 70032/08 70032
## 401 Ghana Western 70032/09 70032
## 402 Ghana Western 70032/10 70032
## 403 Ghana Western 70032/11 70032
## 404 Ghana Western 70032/13 70032
## 405 Ghana Western 70032/14 70032
## 406 Ghana Western 70032/15 70032
## 407 Ghana Western 70033/01 70033
## 408 Ghana Western 70033/02 70033
## 409 Ghana Western 70033/03 70033
## 410 Ghana Western 70033/04 70033
## 411 Ghana Western 70033/05 70033
## 412 Ghana Western 70033/06 70033
## 413 Ghana Western 70033/07 70033
## 414 Ghana Western 70033/08 70033
## 415 Ghana Western 70033/09 70033
## 416 Ghana Western 70033/10 70033
## 417 Ghana Western 70033/11 70033
## 418 Ghana Western 70033/13 70033
## 419 Ghana Western 70033/15 70033
## 420 Ghana Western 70034/01 70034
## 421 Ghana Western 70034/02 70034
## 422 Ghana Western 70034/03 70034
## 423 Ghana Western 70034/04 70034
## 424 Ghana Western 70034/05 70034
## 425 Ghana Western 70034/06 70034
## 426 Ghana Western 70034/07 70034
## 427 Ghana Western 70034/08 70034
## 428 Ghana Western 70034/09 70034
## 429 Ghana Western 70034/10 70034
## 430 Ghana Western 70034/11 70034
## 431 Ghana Western 70034/12 70034
## 432 Ghana Western 70034/13 70034
## 433 Ghana Western 70034/15 70034
## 434 Ghana Western 70035/01 70035
## 435 Ghana Western 70035/02 70035
## 436 Ghana Western 70035/03 70035
## 437 Ghana Western 70035/04 70035
## 438 Ghana Western 70035/05 70035
## 439 Ghana Western 70035/07 70035
## 440 Ghana Western 70035/08 70035
## 441 Ghana Western 70035/09 70035
## 442 Ghana Western 70035/10 70035
## 443 Ghana Western 70035/11 70035
## 444 Ghana Western 70035/12 70035
## 445 Ghana Western 70035/13 70035
## 446 Ghana Western 70035/14 70035
## 447 Ghana Western 70035/15 70035
## 448 Ghana Western 70036/01 70036
## 449 Ghana Western 70036/02 70036
## 450 Ghana Western 70036/03 70036
## 451 Ghana Western 70036/04 70036
## 452 Ghana Western 70036/05 70036
## 453 Ghana Western 70036/06 70036
## 454 Ghana Western 70036/07 70036
## 455 Ghana Western 70036/08 70036
## 456 Ghana Western 70036/09 70036
## 457 Ghana Western 70036/10 70036
## 458 Ghana Western 70036/11 70036
## 459 Ghana Western 70036/12 70036
## 460 Ghana Western 70036/13 70036
## 461 Ghana Western 70036/14 70036
## 462 Ghana Western 70037/01 70037
## 463 Ghana Western 70037/02 70037
## 464 Ghana Western 70037/03 70037
## 465 Ghana Western 70037/04 70037
## 466 Ghana Western 70037/05 70037
## 467 Ghana Western 70037/06 70037
## 468 Ghana Western 70037/07 70037
## 469 Ghana Western 70037/08 70037
## 470 Ghana Western 70037/09 70037
## 471 Ghana Western 70037/10 70037
## 472 Ghana Western 70037/11 70037
## 473 Ghana Western 70037/12 70037
## 474 Ghana Western 70037/13 70037
## 475 Ghana Western 70037/14 70037
## 476 Ghana Western 70037/15 70037
## 477 Ghana Western 70038/01 70038
## 478 Ghana Western 70038/02 70038
## 479 Ghana Western 70038/03 70038
## 480 Ghana Western 70038/04 70038
## 481 Ghana Western 70038/06 70038
## 482 Ghana Western 70038/07 70038
## 483 Ghana Western 70038/08 70038
## 484 Ghana Western 70038/09 70038
## 485 Ghana Western 70038/10 70038
## 486 Ghana Western 70038/12 70038
## 487 Ghana Western 70038/13 70038
## 488 Ghana Western 70038/14 70038
## 489 Ghana Western 70038/15 70038
## 490 Ghana Western 70039/01 70039
## 491 Ghana Western 70039/02 70039
## 492 Ghana Western 70039/03 70039
## 493 Ghana Western 70039/04 70039
## 494 Ghana Western 70039/05 70039
## 495 Ghana Western 70039/06 70039
## 496 Ghana Western 70039/07 70039
## 497 Ghana Western 70039/08 70039
## 498 Ghana Western 70039/09 70039
## 499 Ghana Western 70039/12 70039
## 500 Ghana Western 70039/13 70039
## 501 Ghana Western 70039/14 70039
## 502 Ghana Western 70040/01 70040
## 503 Ghana Western 70040/02 70040
## 504 Ghana Western 70040/03 70040
## 505 Ghana Western 70040/04 70040
## 506 Ghana Western 70040/05 70040
## 507 Ghana Western 70040/06 70040
## 508 Ghana Western 70040/07 70040
## 509 Ghana Western 70040/08 70040
## 510 Ghana Western 70040/09 70040
## 511 Ghana Western 70040/10 70040
## 512 Ghana Western 70040/11 70040
## 513 Ghana Western 70040/12 70040
## 514 Ghana Western 70040/13 70040
## 515 Ghana Western 70041/01 70041
## 516 Ghana Western 70041/02 70041
## 517 Ghana Western 70041/03 70041
## 518 Ghana Western 70041/04 70041
## 519 Ghana Western 70041/05 70041
## 520 Ghana Western 70041/06 70041
## 521 Ghana Western 70041/07 70041
## 522 Ghana Western 70041/08 70041
## 523 Ghana Western 70041/09 70041
## 524 Ghana Western 70041/10 70041
## 525 Ghana Western 70041/11 70041
## 526 Ghana Western 70041/12 70041
## 527 Ghana Western 70041/13 70041
## 528 Ghana Western 70041/14 70041
## 529 Ghana Western 70041/15 70041
## 530 Ghana Western 70042/01 70042
## 531 Ghana Western 70042/02 70042
## 532 Ghana Western 70042/03 70042
## 533 Ghana Western 70042/04 70042
## 534 Ghana Western 70042/05 70042
## 535 Ghana Western 70042/06 70042
## 536 Ghana Western 70042/07 70042
## 537 Ghana Western 70042/08 70042
## 538 Ghana Western 70042/09 70042
## 539 Ghana Western 70042/10 70042
## 540 Ghana Western 70042/11 70042
## 541 Ghana Western 70042/12 70042
## 542 Ghana Western 70042/13 70042
## 543 Ghana Western 70042/14 70042
## 544 Ghana Western 70042/15 70042
## 545 Ghana Western 70043/01 70043
## 546 Ghana Western 70043/02 70043
## 547 Ghana Western 70043/03 70043
## 548 Ghana Western 70043/04 70043
## 549 Ghana Western 70043/05 70043
## 550 Ghana Western 70043/06 70043
## 551 Ghana Western 70043/07 70043
## 552 Ghana Western 70043/08 70043
## 553 Ghana Western 70043/09 70043
## 554 Ghana Western 70043/11 70043
## 555 Ghana Western 70043/12 70043
## 556 Ghana Western 70043/13 70043
## 557 Ghana Western 70043/14 70043
## 558 Ghana Western 70043/15 70043
## 559 Ghana Western 70044/01 70044
## 560 Ghana Western 70044/02 70044
## 561 Ghana Western 70044/03 70044
## 562 Ghana Western 70044/04 70044
## 563 Ghana Western 70044/05 70044
## 564 Ghana Western 70044/06 70044
## 565 Ghana Western 70044/07 70044
## 566 Ghana Western 70044/08 70044
## 567 Ghana Western 70044/09 70044
## 568 Ghana Western 70044/10 70044
## 569 Ghana Western 70044/11 70044
## 570 Ghana Western 70044/12 70044
## 571 Ghana Western 70044/14 70044
## 572 Ghana Western 70044/15 70044
## 573 Ghana Western 70045/01 70045
## 574 Ghana Western 70045/02 70045
## 575 Ghana Western 70045/03 70045
## 576 Ghana Western 70045/04 70045
## 577 Ghana Western 70045/05 70045
## 578 Ghana Western 70045/06 70045
## 579 Ghana Western 70045/07 70045
## 580 Ghana Western 70045/08 70045
## 581 Ghana Western 70045/10 70045
## 582 Ghana Western 70045/11 70045
## 583 Ghana Western 70045/12 70045
## 584 Ghana Western 70045/13 70045
## 585 Ghana Western 70045/14 70045
## 586 Ghana Western 70045/15 70045
## 587 Ghana Western 70046/01 70046
## 588 Ghana Western 70046/02 70046
## 589 Ghana Western 70046/04 70046
## 590 Ghana Western 70046/06 70046
## 591 Ghana Western 70046/07 70046
## 592 Ghana Western 70046/08 70046
## 593 Ghana Western 70046/09 70046
## 594 Ghana Western 70046/11 70046
## 595 Ghana Western 70046/12 70046
## 596 Ghana Western 70046/13 70046
## 597 Ghana Western 70046/14 70046
## 598 Ghana Western 70046/15 70046
## 599 Ghana Western 70047/01 70047
## 600 Ghana Western 70047/02 70047
## 601 Ghana Western 70047/03 70047
## 602 Ghana Western 70047/04 70047
## 603 Ghana Western 70047/05 70047
## 604 Ghana Western 70047/06 70047
## 605 Ghana Western 70047/07 70047
## 606 Ghana Western 70047/08 70047
## 607 Ghana Western 70047/09 70047
## 608 Ghana Western 70047/10 70047
## 609 Ghana Western 70047/11 70047
## 610 Ghana Western 70047/12 70047
## 611 Ghana Western 70047/14 70047
## 612 Ghana Western 70047/15 70047
## 613 Ghana Western 70048/01 70048
## 614 Ghana Western 70048/02 70048
## 615 Ghana Western 70048/03 70048
## 616 Ghana Western 70048/04 70048
## 617 Ghana Western 70048/05 70048
## 618 Ghana Western 70048/07 70048
## 619 Ghana Western 70048/08 70048
## 620 Ghana Western 70048/09 70048
## 621 Ghana Western 70048/10 70048
## 622 Ghana Western 70048/11 70048
## 623 Ghana Western 70048/12 70048
## 624 Ghana Western 70048/13 70048
## 625 Ghana Western 70048/14 70048
## 626 Ghana Western 70048/15 70048
## 627 Ghana Western 70049/01 70049
## 628 Ghana Western 70049/02 70049
## 629 Ghana Western 70049/03 70049
## 630 Ghana Western 70049/04 70049
## 631 Ghana Western 70049/05 70049
## 632 Ghana Western 70049/06 70049
## 633 Ghana Western 70049/07 70049
## 634 Ghana Western 70049/08 70049
## 635 Ghana Western 70049/09 70049
## 636 Ghana Western 70049/10 70049
## 637 Ghana Western 70049/11 70049
## 638 Ghana Western 70049/13 70049
## 639 Ghana Western 70049/14 70049
## 640 Ghana Western 70050/01 70050
## 641 Ghana Western 70050/02 70050
## 642 Ghana Western 70050/03 70050
## 643 Ghana Western 70050/04 70050
## 644 Ghana Western 70050/05 70050
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## 3083 5 Urban Accra Accra
## 3084 7 Urban Accra Accra
## 3085 8 Urban Accra Accra
## 3086 9 Urban Accra Accra
## 3087 11 Urban Accra Accra
## 3088 12 Urban Accra Accra
## 3089 13 Urban Accra Accra
## 3090 14 Urban Accra Accra
## 3091 15 Urban Accra Accra
## 3092 2 Urban Accra Accra
## 3093 4 Urban Accra Accra
## 3094 6 Urban Accra Accra
## 3095 8 Urban Accra Accra
## 3096 9 Urban Accra Accra
## 3097 12 Urban Accra Accra
## 3098 13 Urban Accra Accra
## 3099 15 Urban Accra Accra
## 3100 1 Urban Accra Accra
## 3101 2 Urban Accra Accra
## 3102 4 Urban Accra Accra
## 3103 5 Urban Accra Accra
## 3104 7 Urban Accra Accra
## 3105 9 Urban Accra Accra
## 3106 10 Urban Accra Accra
## 3107 11 Urban Accra Accra
## 3108 12 Urban Accra Accra
## 3109 14 Urban Accra Accra
## 3110 15 Urban Accra Accra
## 3111 1 Urban Accra Accra
## 3112 2 Urban Accra Accra
## 3113 3 Urban Accra Accra
## 3114 4 Urban Accra Accra
## 3115 6 Urban Accra Accra
## 3116 10 Urban Accra Accra
## 3117 11 Urban Accra Accra
## 3118 12 Urban Accra Accra
## 3119 13 Urban Accra Accra
## 3120 15 Urban Accra Accra
## 3121 1 Urban Accra Accra
## 3122 2 Urban Accra Accra
## 3123 3 Urban Accra Accra
## 3124 4 Urban Accra Accra
## 3125 5 Urban Accra Accra
## 3126 6 Urban Accra Accra
## 3127 7 Urban Accra Accra
## 3128 10 Urban Accra Accra
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## 3130 13 Urban Accra Accra
## 3131 14 Urban Accra Accra
## 3132 15 Urban Accra Accra
## 3133 1 Urban Accra Accra
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## 3138 12 Urban Accra Accra
## 3139 13 Urban Accra Accra
## 3140 14 Urban Accra Accra
## 3141 15 Urban Accra Accra
## 3142 1 Urban Accra Accra
## 3143 2 Urban Accra Accra
## 3144 3 Urban Accra Accra
## 3145 4 Urban Accra Accra
## 3146 5 Urban Accra Accra
## 3147 6 Urban Accra Accra
## 3148 8 Urban Accra Accra
## 3149 9 Urban Accra Accra
## 3150 10 Urban Accra Accra
## 3151 11 Urban Accra Accra
## 3152 12 Urban Accra Accra
## 3153 13 Urban Accra Accra
## 3154 14 Urban Accra Accra
## 3155 15 Urban Accra Accra
## 3156 1 Urban Accra Accra
## 3157 2 Urban Accra Accra
## 3158 3 Urban Accra Accra
## 3159 5 Urban Accra Accra
## 3160 6 Urban Accra Accra
## 3161 9 Urban Accra Accra
## 3162 10 Urban Accra Accra
## 3163 11 Urban Accra Accra
## 3164 12 Urban Accra Accra
## 3165 13 Urban Accra Accra
## 3166 14 Urban Accra Accra
## 3167 15 Urban Accra Accra
## 3168 1 Urban Accra Accra
## 3169 2 Urban Accra Accra
## 3170 3 Urban Accra Accra
## 3171 4 Urban Accra Accra
## 3172 5 Urban Accra Accra
## 3173 6 Urban Accra Accra
## 3174 8 Urban Accra Accra
## 3175 9 Urban Accra Accra
## 3176 11 Urban Accra Accra
## 3177 12 Urban Accra Accra
## 3178 14 Urban Accra Accra
## 3179 1 Urban Accra Accra
## 3180 2 Urban Accra Accra
## 3181 3 Urban Accra Accra
## 3182 4 Urban Accra Accra
## 3183 6 Urban Accra Accra
## 3184 8 Urban Accra Accra
## 3185 9 Urban Accra Accra
## 3186 10 Urban Accra Accra
## 3187 11 Urban Accra Accra
## 3188 12 Urban Accra Accra
## 3189 14 Urban Accra Accra
## 3190 15 Urban Accra Accra
## 3191 1 Urban Accra Accra
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## 3193 4 Urban Accra Accra
## 3194 5 Urban Accra Accra
## 3195 6 Urban Accra Accra
## 3196 7 Urban Accra Accra
## 3197 8 Urban Accra Accra
## 3198 9 Urban Accra Accra
## 3199 10 Urban Accra Accra
## 3200 12 Urban Accra Accra
## 3201 13 Urban Accra Accra
## 3202 14 Urban Accra Accra
## 3203 15 Urban Accra Accra
## 3204 1 Urban Accra Accra
## 3205 2 Urban Accra Accra
## 3206 3 Urban Accra Accra
## 3207 4 Urban Accra Accra
## 3208 6 Urban Accra Accra
## 3209 7 Urban Accra Accra
## 3210 8 Urban Accra Accra
## 3211 9 Urban Accra Accra
## 3212 10 Urban Accra Accra
## 3213 11 Urban Accra Accra
## 3214 12 Urban Accra Accra
## 3215 13 Urban Accra Accra
## 3216 15 Urban Accra Accra
## 3217 1 Urban Accra Accra
## 3218 3 Urban Accra Accra
## 3219 4 Urban Accra Accra
## 3220 5 Urban Accra Accra
## 3221 6 Urban Accra Accra
## 3222 9 Urban Accra Accra
## 3223 10 Urban Accra Accra
## 3224 12 Urban Accra Accra
## 3225 13 Urban Accra Accra
## 3226 14 Urban Accra Accra
## 3227 1 Urban Accra Accra
## 3228 2 Urban Accra Accra
## 3229 3 Urban Accra Accra
## 3230 4 Urban Accra Accra
## 3231 6 Urban Accra Accra
## 3232 7 Urban Accra Accra
## 3233 8 Urban Accra Accra
## 3234 9 Urban Accra Accra
## 3235 10 Urban Accra Accra
## 3236 11 Urban Accra Accra
## 3237 12 Urban Accra Accra
## 3238 13 Urban Accra Accra
## 3239 14 Urban Accra Accra
## 3240 15 Urban Accra Accra
## 3241 1 Urban Accra Accra
## 3242 2 Urban Accra Accra
## 3243 3 Urban Accra Accra
## 3244 4 Urban Accra Accra
## 3245 5 Urban Accra Accra
## 3246 6 Urban Accra Accra
## 3247 8 Urban Accra Accra
## 3248 9 Urban Accra Accra
## 3249 10 Urban Accra Accra
## 3250 11 Urban Accra Accra
## 3251 12 Urban Accra Accra
## 3252 13 Urban Accra Accra
## 3253 14 Urban Accra Accra
## 3254 15 Urban Accra Accra
## 3255 1 Urban Accra Accra
## 3256 2 Urban Accra Accra
## 3257 3 Urban Accra Accra
## 3258 4 Urban Accra Accra
## 3259 5 Urban Accra Accra
## 3260 6 Urban Accra Accra
## 3261 7 Urban Accra Accra
## 3262 8 Urban Accra Accra
## 3263 9 Urban Accra Accra
## 3264 10 Urban Accra Accra
## 3265 11 Urban Accra Accra
## 3266 12 Urban Accra Accra
## 3267 13 Urban Accra Accra
## 3268 14 Urban Accra Accra
## 3269 1 Urban Accra Accra
## 3270 2 Urban Accra Accra
## 3271 3 Urban Accra Accra
## 3272 4 Urban Accra Accra
## 3273 5 Urban Accra Accra
## 3274 6 Urban Accra Accra
## 3275 7 Urban Accra Accra
## 3276 8 Urban Accra Accra
## 3277 9 Urban Accra Accra
## 3278 10 Urban Accra Accra
## 3279 11 Urban Accra Accra
## 3280 12 Urban Accra Accra
## 3281 13 Urban Accra Accra
## 3282 14 Urban Accra Accra
## 3283 15 Urban Accra Accra
## 3284 1 Urban Accra Accra
## 3285 2 Urban Accra Accra
## 3286 3 Urban Accra Accra
## 3287 4 Urban Accra Accra
## 3288 5 Urban Accra Accra
## 3289 7 Urban Accra Accra
## 3290 8 Urban Accra Accra
## 3291 9 Urban Accra Accra
## 3292 10 Urban Accra Accra
## 3293 12 Urban Accra Accra
## 3294 13 Urban Accra Accra
## 3295 14 Urban Accra Accra
## 3296 15 Urban Accra Accra
## 3297 1 Urban Accra Accra
## 3298 2 Urban Accra Accra
## 3299 3 Urban Accra Accra
## 3300 4 Urban Accra Accra
## 3301 5 Urban Accra Accra
## 3302 6 Urban Accra Accra
## 3303 7 Urban Accra Accra
## 3304 8 Urban Accra Accra
## 3305 9 Urban Accra Accra
## 3306 10 Urban Accra Accra
## 3307 11 Urban Accra Accra
## 3308 13 Urban Accra Accra
## 3309 14 Urban Accra Accra
## 3310 15 Urban Accra Accra
## 3311 1 Urban Accra Accra
## 3312 2 Urban Accra Accra
## 3313 4 Urban Accra Accra
## 3314 5 Urban Accra Accra
## 3315 6 Urban Accra Accra
## 3316 7 Urban Accra Accra
## 3317 8 Urban Accra Accra
## 3318 10 Urban Accra Accra
## 3319 11 Urban Accra Accra
## 3320 12 Urban Accra Accra
## 3321 13 Urban Accra Accra
## 3322 14 Urban Accra Accra
## 3323 15 Urban Accra Accra
## 3324 1 Urban Accra Accra
## 3325 2 Urban Accra Accra
## 3326 3 Urban Accra Accra
## 3327 4 Urban Accra Accra
## 3328 5 Urban Accra Accra
## 3329 6 Urban Accra Accra
## 3330 7 Urban Accra Accra
## 3331 8 Urban Accra Accra
## 3332 9 Urban Accra Accra
## 3333 10 Urban Accra Accra
## 3334 11 Urban Accra Accra
## 3335 12 Urban Accra Accra
## 3336 14 Urban Accra Accra
## 3337 1 Urban Accra Accra
## 3338 2 Urban Accra Accra
## 3339 3 Urban Accra Accra
## 3340 4 Urban Accra Accra
## 3341 5 Urban Accra Accra
## 3342 7 Urban Accra Accra
## 3343 9 Urban Accra Accra
## 3344 10 Urban Accra Accra
## 3345 11 Urban Accra Accra
## 3346 12 Urban Accra Accra
## 3347 13 Urban Accra Accra
## 3348 14 Urban Accra Accra
## 3349 15 Urban Accra Accra
## 3350 1 Urban Accra Accra
## 3351 2 Urban Accra Accra
## 3352 3 Urban Accra Accra
## 3353 4 Urban Accra Accra
## 3354 5 Urban Accra Accra
## 3355 6 Urban Accra Accra
## 3356 7 Urban Accra Accra
## 3357 8 Urban Accra Accra
## 3358 11 Urban Accra Accra
## 3359 12 Urban Accra Accra
## 3360 13 Urban Accra Accra
## 3361 14 Urban Accra Accra
## 3362 15 Urban Accra Accra
## 3363 2 Urban Accra Accra
## 3364 3 Urban Accra Accra
## 3365 4 Urban Accra Accra
## 3366 5 Urban Accra Accra
## 3367 6 Urban Accra Accra
## 3368 7 Urban Accra Accra
## 3369 8 Urban Accra Accra
## 3370 9 Urban Accra Accra
## 3371 10 Urban Accra Accra
## 3372 11 Urban Accra Accra
## 3373 12 Urban Accra Accra
## 3374 13 Urban Accra Accra
## 3375 14 Urban Accra Accra
## 3376 15 Urban Accra Accra
## 3377 2 Urban Accra Accra
## 3378 4 Urban Accra Accra
## 3379 6 Urban Accra Accra
## 3380 9 Urban Accra Accra
## 3381 10 Urban Accra Accra
## 3382 11 Urban Accra Accra
## 3383 12 Urban Accra Accra
## 3384 14 Urban Accra Accra
## 3385 15 Urban Accra Accra
## 3386 1 Urban Accra Accra
## 3387 2 Urban Accra Accra
## 3388 3 Urban Accra Accra
## 3389 5 Urban Accra Accra
## 3390 6 Urban Accra Accra
## 3391 7 Urban Accra Accra
## 3392 8 Urban Accra Accra
## 3393 9 Urban Accra Accra
## 3394 10 Urban Accra Accra
## 3395 11 Urban Accra Accra
## 3396 12 Urban Accra Accra
## 3397 13 Urban Accra Accra
## 3398 14 Urban Accra Accra
## 3399 2 Urban Accra Accra
## 3400 3 Urban Accra Accra
## 3401 4 Urban Accra Accra
## 3402 7 Urban Accra Accra
## 3403 8 Urban Accra Accra
## 3404 9 Urban Accra Accra
## 3405 10 Urban Accra Accra
## 3406 11 Urban Accra Accra
## 3407 12 Urban Accra Accra
## 3408 13 Urban Accra Accra
## 3409 15 Urban Accra Accra
## 3410 1 Urban Accra Accra
## 3411 2 Urban Accra Accra
## 3412 3 Urban Accra Accra
## 3413 4 Urban Accra Accra
## 3414 5 Urban Accra Accra
## 3415 6 Urban Accra Accra
## 3416 7 Urban Accra Accra
## 3417 8 Urban Accra Accra
## 3418 10 Urban Accra Accra
## 3419 11 Urban Accra Accra
## 3420 12 Urban Accra Accra
## 3421 13 Urban Accra Accra
## 3422 1 Urban Accra Accra
## 3423 2 Urban Accra Accra
## 3424 4 Urban Accra Accra
## 3425 5 Urban Accra Accra
## 3426 6 Urban Accra Accra
## 3427 8 Urban Accra Accra
## 3428 12 Urban Accra Accra
## 3429 14 Urban Accra Accra
## 3430 1 Urban Accra Accra
## 3431 2 Urban Accra Accra
## 3432 3 Urban Accra Accra
## 3433 4 Urban Accra Accra
## 3434 6 Urban Accra Accra
## 3435 7 Urban Accra Accra
## 3436 8 Urban Accra Accra
## 3437 9 Urban Accra Accra
## 3438 10 Urban Accra Accra
## 3439 11 Urban Accra Accra
## 3440 12 Urban Accra Accra
## 3441 13 Urban Accra Accra
## 3442 14 Urban Accra Accra
## 3443 15 Urban Accra Accra
## 3444 1 Urban Accra Accra
## 3445 3 Urban Accra Accra
## 3446 4 Urban Accra Accra
## 3447 5 Urban Accra Accra
## 3448 6 Urban Accra Accra
## Survey.month Survey.year Adult.equivalent.scale
## 1 10 2016 0.75999999
## 2 10 2016 5.590000033
## 3 10 2016 1
## 4 10 2016 2.75999999
## 5 10 2016 6.709999919
## 6 10 2016 1.519999981
## 7 10 2016 8.379999995
## 8 10 2016 1.450000048
## 9 10 2016 3.799999952
## 10 10 2016 1.75999999
## 11 10 2016 1
## 12 10 2016 2
## 13 10 2016 1.519999981
## 14 10 2016 4.819999933
## 15 10 2016 1
## 16 10 2016 2.789999962
## 17 10 2016 2.449999988
## 18 10 2016 4.560000002
## 19 10 2016 2.040000021
## 20 10 2016 1.550000012
## 21 10 2016 2.279999971
## 22 10 2016 4.069999993
## 23 10 2016 1
## 24 10 2016 4.619999945
## 25 10 2016 1.75999999
## 26 10 2016 3.829999983
## 27 10 2016 0.790000021
## 28 10 2016 0.75999999
## 29 11 2016 3.180000007
## 30 11 2016 2.899999976
## 31 11 2016 1
## 32 12 2016 3.409999967
## 33 12 2016 1.620000005
## 34 12 2016 2.620000005
## 35 11 2016 2.420000017
## 36 12 2016 3.449999988
## 37 11 2016 0.75999999
## 38 12 2016 1.209999979
## 39 11 2016 1.639999986
## 40 12 2016 2.620000005
## 41 1 2017 1
## 42 1 2017 0.660000026
## 43 1 2017 1.620000005
## 44 1 2017 4.959999979
## 45 1 2017 2.519999981
## 46 1 2017 2.209999979
## 47 1 2017 4.310000002
## 48 1 2017 0.660000026
## 49 1 2017 1
## 50 1 2017 5.930000067
## 51 1 2017 4.959999979
## 52 1 2017 4.209999979
## 53 1 2017 4.350000024
## 54 2 2017 7.370000005
## 55 2 2017 1
## 56 2 2017 0.660000026
## 57 2 2017 1
## 58 2 2017 2.170000017
## 59 2 2017 2.75999999
## 60 2 2017 3
## 61 2 2017 2.420000017
## 62 2 2017 9.669999957
## 63 2 2017 2.930000007
## 64 2 2017 1
## 65 2 2017 4.279999971
## 66 2 2017 2.279999971
## 67 2 2017 0.790000021
## 68 2 2017 3.829999983
## 69 3 2017 2.900000036
## 70 3 2017 1
## 71 3 2017 1
## 72 3 2017 3.209999979
## 73 3 2017 1.519999981
## 74 3 2017 1
## 75 3 2017 2
## 76 3 2017 2.310000002
## 77 3 2017 1
## 78 3 2017 2.829999983
## 79 3 2017 1
## 80 3 2017 3.829999983
## 81 3 2017 1
## 82 3 2017 1.790000021
## 83 5 2017 1
## 84 5 2017 1.550000012
## 85 5 2017 3.069999993
## 86 5 2017 2.029999971
## 87 6 2017 3.409999967
## 88 5 2017 2.449999988
## 89 5 2017 4.699999928
## 90 5 2017 3.730000019
## 91 5 2017 3.139999986
## 92 5 2017 4.349999964
## 93 5 2017 3.689999998
## 94 6 2017 2.660000026
## 95 5 2017 3.279999971
## 96 6 2017 3.75999999
## 97 5 2017 2.829999983
## 98 5 2017 1.450000048
## 99 5 2017 2.310000002
## 100 6 2017 1
## 101 5 2017 2.209999979
## 102 5 2017 0.790000021
## 103 5 2017 3.140000045
## 104 5 2017 2.480000019
## 105 5 2017 4.560000002
## 106 5 2017 1
## 107 6 2017 5.449999988
## 108 5 2017 3.209999979
## 109 5 2017 3.519999981
## 110 5 2017 2.420000017
## 111 5 2017 1.379999995
## 112 5 2017 2.900000036
## 113 5 2017 5.689999998
## 114 5 2017 0.790000021
## 115 5 2017 0.660000026
## 116 5 2017 2.450000048
## 117 5 2017 1.209999979
## 118 6 2017 4.410000026
## 119 6 2017 1.75999999
## 120 5 2017 1
## 121 5 2017 3.729999959
## 122 5 2017 4.449999988
## 123 5 2017 4.560000002
## 124 9 2017 2.75999999
## 125 9 2017 0.660000026
## 126 9 2017 3.210000038
## 127 9 2017 2.210000038
## 128 9 2017 2.970000029
## 129 9 2017 5.209999979
## 130 9 2017 2
## 131 9 2017 1.420000017
## 132 9 2017 0.660000026
## 133 9 2017 3.070000052
## 134 3 2017 3
## 135 3 2017 5.549999952
## 136 3 2017 3.329999983
## 137 3 2017 1.209999979
## 138 3 2017 3.930000007
## 139 3 2017 1.519999981
## 140 3 2017 3.840000033
## 141 3 2017 1
## 142 3 2017 3.589999974
## 143 3 2017 1
## 144 3 2017 0.75999999
## 145 3 2017 3.519999981
## 146 6 2017 1.660000026
## 147 5 2017 1.550000012
## 148 6 2017 3.139999986
## 149 5 2017 1
## 150 5 2017 2.480000019
## 151 5 2017 3.549999952
## 152 5 2017 1.420000017
## 153 5 2017 1
## 154 5 2017 3.899999976
## 155 5 2017 2.24000001
## 156 5 2017 0.790000021
## 157 5 2017 1
## 158 7 2017 2.829999983
## 159 7 2017 1.019999981
## 160 7 2017 0.75999999
## 161 7 2017 2.449999988
## 162 7 2017 1.790000021
## 163 7 2017 2.829999983
## 164 7 2017 2.069999993
## 165 7 2017 4.449999988
## 166 7 2017 1
## 167 7 2017 3.939999998
## 168 7 2017 2.519999981
## 169 7 2017 1
## 170 7 2017 1.829999983
## 171 4 2017 2.319999993
## 172 4 2017 2.519999981
## 173 4 2017 1
## 174 4 2017 4.109999955
## 175 4 2017 2.449999988
## 176 4 2017 0.790000021
## 177 4 2017 1
## 178 4 2017 3.789999962
## 179 4 2017 3.969999969
## 180 4 2017 2.449999988
## 181 4 2017 2.310000002
## 182 4 2017 3.969999969
## 183 4 2017 4.069999993
## 184 4 2017 2.539999962
## 185 4 2017 1.450000048
## 186 4 2017 3.070000052
## 187 4 2017 2.639999986
## 188 4 2017 2.899999976
## 189 4 2017 2.209999979
## 190 4 2017 2.519999981
## 191 4 2017 1.420000017
## 192 4 2017 2.209999979
## 193 4 2017 2.639999986
## 194 4 2017 3.139999986
## 195 4 2017 7.299999952
## 196 4 2017 4.139999986
## 197 7 2017 2.829999983
## 198 7 2017 4.75999999
## 199 7 2017 3.409999967
## 200 7 2017 4.649999976
## 201 7 2017 3.449999988
## 202 7 2017 1
## 203 7 2017 3.930000007
## 204 7 2017 3.310000002
## 205 7 2017 3.279999971
## 206 7 2017 1.969999969
## 207 7 2017 3.75999999
## 208 7 2017 2.519999981
## 209 7 2017 3.309999943
## 210 7 2017 2.549999952
## 211 7 2017 5.939999998
## 212 7 2017 2.629999995
## 213 7 2017 5.24000001
## 214 7 2017 1
## 215 7 2017 2.180000007
## 216 7 2017 2.480000019
## 217 7 2017 1
## 218 7 2017 2.420000017
## 219 7 2017 1
## 220 7 2017 4.390000045
## 221 7 2017 3.069999993
## 222 7 2017 1.660000026
## 223 7 2017 3.420000017
## 224 7 2017 3.439999998
## 225 7 2017 3.479999959
## 226 7 2017 1
## 227 7 2017 1.550000012
## 228 7 2017 0.75999999
## 229 6 2017 1
## 230 7 2017 1.75999999
## 231 8 2017 4.74999994
## 232 8 2017 4.099999964
## 233 8 2017 1.550000012
## 234 8 2017 1.75999999
## 235 8 2017 1.75999999
## 236 8 2017 1.110000014
## 237 8 2017 0.660000026
## 238 8 2017 2.899999976
## 239 8 2017 2.180000007
## 240 8 2017 1.320000052
## 241 8 2017 2
## 242 8 2017 2.209999979
## 243 9 2017 0.75999999
## 244 9 2017 2.789999962
## 245 9 2017 0.660000026
## 246 9 2017 0.660000026
## 247 9 2017 3.159999967
## 248 9 2017 1
## 249 9 2017 3.899999976
## 250 9 2017 1
## 251 9 2017 1.449999988
## 252 9 2017 2.029999971
## 253 8 2017 2.029999971
## 254 8 2017 1.519999981
## 255 8 2017 3.069999993
## 256 8 2017 3.069999993
## 257 8 2017 2.639999986
## 258 8 2017 0.75999999
## 259 8 2017 2.480000019
## 260 8 2017 1
## 261 8 2017 1
## 262 8 2017 2.620000005
## 263 8 2017 4.519999981
## 264 9 2017 0.75999999
## 265 9 2017 2.899999976
## 266 9 2017 4
## 267 9 2017 4.110000014
## 268 9 2017 1.420000017
## 269 9 2017 3.959999979
## 270 9 2017 0.790000021
## 271 9 2017 4.339999974
## 272 9 2017 4.24000001
## 273 8 2017 1.420000017
## 274 8 2017 5.379999995
## 275 8 2017 1.75999999
## 276 8 2017 3.899999976
## 277 8 2017 1.829999983
## 278 8 2017 4.519999981
## 279 8 2017 3.829999983
## 280 8 2017 4.620000005
## 281 8 2017 3.379999995
## 282 8 2017 3
## 283 8 2017 2.210000038
## 284 8 2017 5.349999964
## 285 9 2017 6.209999979
## 286 9 2017 1.75999999
## 287 9 2017 6.689999998
## 288 9 2017 1.660000026
## 289 9 2017 2.350000024
## 290 9 2017 6.970000029
## 291 9 2017 3.829999983
## 292 9 2017 1.25999999
## 293 9 2017 2.210000038
## 294 9 2017 4.279999971
## 295 7 2017 2.829999983
## 296 1 2017 5.860000014
## 297 4 2017 5.409999967
## 298 4 2017 6.309999943
## 299 4 2017 4.039999962
## 300 4 2017 1
## 301 4 2017 0.75999999
## 302 4 2017 2.870000005
## 303 4 2017 4.379999995
## 304 4 2017 0.75999999
## 305 4 2017 2.970000029
## 306 4 2017 3.550000012
## 307 4 2017 2.659999967
## 308 4 2017 2.520000041
## 309 8 2017 3.139999986
## 310 8 2017 0.75999999
## 311 8 2017 1.519999981
## 312 8 2017 2.830000043
## 313 8 2017 3.730000019
## 314 8 2017 2.900000036
## 315 8 2017 4.679999948
## 316 8 2017 1.689999998
## 317 8 2017 3.310000002
## 318 8 2017 1.450000048
## 319 8 2017 2.279999971
## 320 4 2017 2.210000038
## 321 4 2017 5.50999999
## 322 4 2017 2.209999979
## 323 4 2017 3.539999962
## 324 4 2017 3.060000002
## 325 4 2017 2.970000029
## 326 4 2017 5.039999962
## 327 4 2017 6.379999995
## 328 4 2017 1.379999995
## 329 4 2017 0.660000026
## 330 4 2017 4.75999999
## 331 4 2017 3.959999979
## 332 4 2017 6.479999959
## 333 4 2017 3
## 334 10 2016 4.349999964
## 335 10 2016 3.080000043
## 336 10 2016 2.49000001
## 337 10 2016 1.660000026
## 338 10 2016 5.149999976
## 339 10 2016 3.829999983
## 340 10 2016 3.789999962
## 341 10 2016 4.409999967
## 342 10 2016 1.860000014
## 343 10 2016 2.519999981
## 344 10 2016 2.449999988
## 345 10 2016 6.750000119
## 346 10 2016 3.959999979
## 347 10 2016 4.089999974
## 348 10 2016 3.969999969
## 349 10 2016 0.660000026
## 350 10 2016 1.790000021
## 351 10 2016 5.589999974
## 352 10 2016 2.069999993
## 353 10 2016 7.069999993
## 354 10 2016 2.899999976
## 355 10 2016 0.660000026
## 356 10 2016 1
## 357 10 2016 3.519999981
## 358 10 2016 4.829999983
## 359 10 2016 3.069999993
## 360 10 2016 1
## 361 10 2016 0.660000026
## 362 10 2016 4.069999993
## 363 10 2016 6
## 364 1 2017 2.519999981
## 365 1 2017 3.930000007
## 366 1 2017 2.829999983
## 367 1 2017 3.969999969
## 368 1 2017 2.899999976
## 369 1 2017 2.870000064
## 370 1 2017 4.529999971
## 371 1 2017 1
## 372 1 2017 1
## 373 1 2017 3.210000038
## 374 1 2017 1
## 375 1 2017 5.899999976
## 376 1 2017 6.129999936
## 377 1 2017 4.889999986
## 378 10 2016 5.900000036
## 379 10 2016 4.75999999
## 380 10 2016 1
## 381 10 2016 3.870000064
## 382 10 2016 2.899999976
## 383 10 2016 1.75999999
## 384 10 2016 1.75999999
## 385 10 2016 3.24000001
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## 3405 8 2017 1
## 3406 8 2017 1
## 3407 8 2017 1
## 3408 8 2017 1
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## 3422 9 2017 1
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## 3425 9 2017 1
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## 3430 3 2017 4.399999976
## 3431 3 2017 3.350000024
## 3432 3 2017 6.689999998
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## 3438 3 2017 4
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## 3444 3 2017 1
## 3445 3 2017 2.019999981
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## 3447 3 2017 2.24000001
## 3448 3 2017 4.25000006
## Total.number.of.residents.excluding.household.help
## 1 1
## 2 7
## 3 1
## 4 3
## 5 9
## 6 2
## 7 10
## 8 2
## 9 5
## 10 2
## 11 1
## 12 2
## 13 2
## 14 6
## 15 1
## 16 3
## 17 3
## 18 7
## 19 3
## 20 2
## 21 3
## 22 5
## 23 1
## 24 6
## 25 2
## 26 5
## 27 1
## 28 1
## 29 5
## 30 4
## 31 1
## 32 4
## 33 2
## 34 3
## 35 3
## 36 5
## 37 1
## 38 2
## 39 3
## 40 3
## 41 1
## 42 1
## 43 2
## 44 6
## 45 3
## 46 3
## 47 6
## 48 1
## 49 1
## 50 7
## 51 6
## 52 6
## 53 6
## 54 10
## 55 1
## 56 1
## 57 1
## 58 3
## 59 3
## 60 3
## 61 3
## 62 13
## 63 4
## 64 1
## 65 6
## 66 3
## 67 1
## 68 5
## 69 4
## 70 1
## 71 1
## 72 4
## 73 2
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## 76 3
## 77 1
## 78 4
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## 80 5
## 81 1
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## 86 2
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## 88 3
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## 112 4
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## 123 6
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## 131 2
## 132 1
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## 134 4
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## 139 2
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## 143 1
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## 3439 3
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## 3441 1
## 3442 2
## 3443 5
## 3444 1
## 3445 3
## 3446 2
## 3447 3
## 3448 6
## Weights.from.sampling..used.in.weighting.statistics.calculated.from.individual.l
## 1 482.5689515
## 2 482.5689515
## 3 482.5689515
## 4 482.5689515
## 5 482.5689515
## 6 482.5689515
## 7 482.5689515
## 8 482.5689515
## 9 482.5689515
## 10 482.5689515
## 11 482.5689515
## 12 482.5689515
## 13 482.5689515
## 14 482.5689515
## 15 490.1662214
## 16 490.1662214
## 17 490.1662214
## 18 490.1662214
## 19 490.1662214
## 20 490.1662214
## 21 490.1662214
## 22 490.1662214
## 23 490.1662214
## 24 490.1662214
## 25 490.1662214
## 26 490.1662214
## 27 490.1662214
## 28 490.1662214
## 29 923.3165803
## 30 923.3165803
## 31 923.3165803
## 32 923.3165803
## 33 923.3165803
## 34 923.3165803
## 35 923.3165803
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## 39 923.3165803
## 40 923.3165803
## 41 806.1247262
## 42 806.1247262
## 43 806.1247262
## 44 806.1247262
## 45 806.1247262
## 46 806.1247262
## 47 806.1247262
## 48 806.1247262
## 49 806.1247262
## 50 806.1247262
## 51 806.1247262
## 52 806.1247262
## 53 806.1247262
## 54 401.4778062
## 55 401.4778062
## 56 401.4778062
## 57 401.4778062
## 58 401.4778062
## 59 401.4778062
## 60 401.4778062
## 61 401.4778062
## 62 401.4778062
## 63 401.4778062
## 64 401.4778062
## 65 401.4778062
## 66 401.4778062
## 67 401.4778062
## 68 401.4778062
## 69 304.6153886
## 70 304.6153886
## 71 304.6153886
## 72 304.6153886
## 73 304.6153886
## 74 304.6153886
## 75 304.6153886
## 76 304.6153886
## 77 304.6153886
## 78 304.6153886
## 79 304.6153886
## 80 304.6153886
## 81 304.6153886
## 82 304.6153886
## 83 288.9159802
## 84 288.9159802
## 85 288.9159802
## 86 288.9159802
## 87 288.9159802
## 88 288.9159802
## 89 288.9159802
## 90 288.9159802
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## 92 288.9159802
## 93 288.9159802
## 94 288.9159802
## 95 288.9159802
## 96 288.9159802
## 97 336.0327045
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## 99 336.0327045
## 100 336.0327045
## 101 336.0327045
## 102 336.0327045
## 103 336.0327045
## 104 336.0327045
## 105 336.0327045
## 106 336.0327045
## 107 336.0327045
## 108 336.0327045
## 109 336.0327045
## 110 336.0327045
## 111 420.7649136
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## 113 420.7649136
## 114 420.7649136
## 115 420.7649136
## 116 420.7649136
## 117 420.7649136
## 118 420.7649136
## 119 420.7649136
## 120 420.7649136
## 121 420.7649136
## 122 420.7649136
## 123 420.7649136
## 124 335.838466
## 125 335.838466
## 126 335.838466
## 127 335.838466
## 128 335.838466
## 129 335.838466
## 130 335.838466
## 131 335.838466
## 132 335.838466
## 133 335.838466
## 134 1043.190546
## 135 1043.190546
## 136 1043.190546
## 137 1043.190546
## 138 1043.190546
## 139 1043.190546
## 140 1043.190546
## 141 1043.190546
## 142 1043.190546
## 143 1043.190546
## 144 1043.190546
## 145 1043.190546
## 146 299.3646683
## 147 299.3646683
## 148 299.3646683
## 149 299.3646683
## 150 299.3646683
## 151 299.3646683
## 152 299.3646683
## 153 299.3646683
## 154 299.3646683
## 155 299.3646683
## 156 299.3646683
## 157 299.3646683
## 158 589.6593615
## 159 589.6593615
## 160 589.6593615
## 161 589.6593615
## 162 589.6593615
## 163 589.6593615
## 164 589.6593615
## 165 589.6593615
## 166 589.6593615
## 167 589.6593615
## 168 589.6593615
## 169 589.6593615
## 170 589.6593615
## 171 515.4531102
## 172 515.4531102
## 173 515.4531102
## 174 515.4531102
## 175 515.4531102
## 176 515.4531102
## 177 515.4531102
## 178 515.4531102
## 179 515.4531102
## 180 515.4531102
## 181 515.4531102
## 182 515.4531102
## 183 491.5557548
## 184 491.5557548
## 185 491.5557548
## 186 491.5557548
## 187 491.5557548
## 188 491.5557548
## 189 491.5557548
## 190 491.5557548
## 191 491.5557548
## 192 491.5557548
## 193 491.5557548
## 194 491.5557548
## 195 491.5557548
## 196 491.5557548
## 197 270.1970769
## 198 270.1970769
## 199 270.1970769
## 200 270.1970769
## 201 270.1970769
## 202 270.1970769
## 203 270.1970769
## 204 270.1970769
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## 3444 320.1416482
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## WTA_S.multiplied.by.HHSIZE..normally.used.in.weighting.statistics.calculated.fro
## 1 482.5689392
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## RECODE.of.urbrur..Urban.Rural. Total.value.of.foods.other.than.purchased
## 1 Urban 0
## 2 Urban 0
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## Total.expenditure.on.purchased.food.excluding.beverages..tobacco..catering.and.r
## 1 4118.660018
## 2 8459.240024
## 3 5445.799995
## 4 3318.579994
## 5 5099.779969
## 6 2772.966776
## 7 5340.679985
## 8 1308.159987
## 9 14030.59999
## 10 614.6600018
## 11 381.0600004
## 12 1829.379989
## 13 2154.960004
## 14 6248.799987
## 15 1512.56003
## 16 7337.959917
## 17 9600.95999
## 18 6878.059979
## 19 3981.419993
## 20 5147.959991
## 21 8584.80001
## 22 8628.599964
## 23 2446.960012
## 24 7679.599958
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## 3258 3766.799997
## 3259 5107.07997
## 3260 3686.49999
## 3261 656.9999981
## 3262 7996.420032
## 3263 3874.840024
## 3264 6867.839919
## 3265 5482.299987
## 3266 6619.639986
## 3267 1372.400009
## 3268 6329.100041
## 3269 4378.539942
## 3270 3790.160013
## 3271 467.1999931
## 3272 6653.220008
## 3273 4978.599991
## 3274 3804.759979
## 3275 292
## 3276 4328.900004
## 3277 2842.619972
## 3278 3128.779991
## 3279 3658.760014
## 3280 861.4000225
## 3281 5291.040034
## 3282 6807.979966
## 3283 8710.359978
## 3284 432.1599932
## 3285 36202.15999
## 3286 4152.239984
## 3287 1509.639996
## 3288 5343.600011
## 3289 2857.219985
## 3290 5673.559986
## 3291 6485.320077
## 3292 4175.600026
## 3293 347.4800024
## 3294 2232.34
## 3295 572.3200016
## 3296 3864.619972
## 3297 1235.160008
## 3298 2427.979988
## 3299 3419.320006
## 3300 6539.340061
## 3301 5299.80002
## 3302 11979.30017
## 3303 5663.340014
## 3304 3359.460014
## 3305 17714.17984
## 3306 6069.219999
## 3307 4661.779974
## 3308 5425.359927
## 3309 11015.69998
## 3310 13636.39999
## 3311 4883.699953
## 3312 7102.900023
## 3313 6898.499968
## 3314 6472.180049
## 3315 8060.659956
## 3316 8677.509943
## 3317 9841.85994
## 3318 5869.199966
## 3319 5658.959959
## 3320 7343.799999
## 3321 5393.240017
## 3322 7248.900045
## 3323 10358.70003
## 3324 4549.359974
## 3325 8289.880009
## 3326 4479.280008
## 3327 1351.960018
## 3328 664.2999897
## 3329 421.9400005
## 3330 350.4000053
## 3331 2776.919994
## 3332 175.2000008
## 3333 245.2800064
## 3334 470.1200027
## 3335 2556.459993
## 3336 5270.600004
## 3337 7149.619987
## 3338 3544.87999
## 3339 14234.99989
## 3340 11072.63994
## 3341 8831.539943
## 3342 6859.080046
## 3343 7577.40001
## 3344 13210.08002
## 3345 6624.01997
## 3346 7891.300024
## 3347 9633.07996
## 3348 8015.399979
## 3349 5458.939976
## 3350 9253.48
## 3351 6637.160004
## 3352 11309.15997
## 3353 1554.899994
## 3354 5051.599956
## 3355 686.1999979
## 3356 956.300005
## 3357 1591.399984
## 3358 1043.89999
## 3359 2131.599999
## 3360 1849.819979
## 3361 7729.240017
## 3362 5000.499978
## 3363 5063.280013
## 3364 3036.800008
## 3365 210.2400017
## 3366 1789.959972
## 3367 5439.959949
## 3368 3211.99999
## 3369 2722.899967
## 3370 7018.220012
## 3371 4023.759962
## 3372 2438.19995
## 3373 3921.559978
## 3374 4285.09999
## 3375 2065.900009
## 3376 629.2599964
## 3377 5120.220003
## 3378 11630.35999
## 3379 8917.680004
## 3380 43.80000114
## 3381 235.0600052
## 3382 2922.920012
## 3383 2511.200014
## 3384 23126.39991
## 3385 3927.400044
## 3386 8862.199943
## 3387 5001.959974
## 3388 2757.940028
## 3389 5444.339978
## 3390 5413.680035
## 3391 4575.639985
## 3392 3795.999998
## 3393 8216.879988
## 3394 12109.23977
## 3395 9240.340054
## 3396 583.9999962
## 3397 7053.259956
## 3398 6673.659952
## 3399 4134.719994
## 3400 1124.199993
## 3401 11779.28004
## 3402 7148.159994
## 3403 5051.599968
## 3404 642.3999939
## 3405 313.9000015
## 3406 532.8999977
## 3407 586.9199944
## 3408 294.920001
## 3409 5708.600018
## 3410 5314.39997
## 3411 6343.700027
## 3412 2712.679991
## 3413 3603.27998
## 3414 2324.320026
## 3415 1971.000002
## 3416 4488.040003
## 3417 1630.820015
## 3418 464.2800083
## 3419 664.2999935
## 3420 3309.820045
## 3421 5171.319984
## 3422 874.5400076
## 3423 5444.340008
## 3424 1572.419987
## 3425 875.9999924
## 3426 2409.000006
## 3427 7126.25997
## 3428 5650.199974
## 3429 7957.000014
## 3430 2792.979992
## 3431 7816.839992
## 3432 11037.60004
## 3433 6537.879943
## 3434 5159.639988
## 3435 4759.599991
## 3436 9203.840018
## 3437 8438.800045
## 3438 9885.659988
## 3439 3930.319984
## 3440 3914.260014
## 3441 1785.580013
## 3442 5621.000026
## 3443 6978.799967
## 3444 4817.999969
## 3445 7457.680025
## 3446 4455.91997
## 3447 5818.099976
## 3448 9628.699963
## Total.expenditure.on.purchased.non.alcoholic.beverages
## 1 306.6000042
## 2 890.6000004
## 3 2562.300007
## 4 857.0200043
## 5 1459.999985
## 6 306.6000023
## 7 354.779974
## 8 131.3999977
## 9 1036.600006
## 10 248.2000065
## 11 154.7600098
## 12 3788.699966
## 13 0
## 14 886.2199936
## 15 255.5
## 16 711.0199966
## 17 886.2199745
## 18 306.6000061
## 19 291.9999924
## 20 408.7999935
## 21 204.3999977
## 22 204.4000015
## 23 700.8000031
## 24 383.9799995
## 25 518.3000011
## 26 729.9999905
## 27 160.6000023
## 28 43.79999924
## 29 233.6000023
## 30 189.7999992
## 31 516.8399925
## 32 348.9399986
## 33 372.2999859
## 34 219
## 35 51.09999943
## 36 2598.800001
## 37 51.09999847
## 38 448.2199936
## 39 781.1000061
## 40 219
## 41 240.9000053
## 42 29.20000076
## 43 513.9199982
## 44 0
## 45 0
## 46 36.5
## 47 0
## 48 0
## 49 146.0000038
## 50 277.3999977
## 51 43.79999924
## 52 0
## 53 335.7999954
## 54 547.5
## 55 715.3999939
## 56 204.3999939
## 57 182.5
## 58 700.8000031
## 59 189.8000031
## 60 481.8000069
## 61 0
## 62 664.3000031
## 63 197.1000061
## 64 445.2999878
## 65 343.1000061
## 66 365
## 67 416.1000061
## 68 642.4000244
## 69 423.400013
## 70 255.5
## 71 335.7999878
## 72 408.7999878
## 73 248.1999969
## 74 474.4999924
## 75
## 76 1153.400024
## 77 153.2999992
## 78 481.7999878
## 79 452.5999985
## 80 0
## 81 1576.800018
## 82 233.5999908
## 83 423.3999939
## 84 540.1999817
## 85 510.9999847
## 86 408.7999878
## 87 467.1999817
## 88 496.4000092
## 89 525.6000137
## 90 540.1999931
## 91 357.6999969
## 92 292
## 93 408.7999878
## 94 364.9999847
## 95 437.9999924
## 96 459.8999977
## 97 0
## 98 73
## 99
## 100 87.59999847
## 101
## 102 0
## 103 255.5
## 104 160.6000023
## 105 153.3000031
## 106 73
## 107 73
## 108 127.0199928
## 109 0
## 110 0
## 111 481.8000031
## 112 131.3999939
## 113 350.3999939
## 114 219
## 115 219
## 116 0
## 117 219
## 118 87.59999847
## 119 254.0400009
## 120 226.2999954
## 121 512.4600143
## 122 554.7999992
## 123 394.2000122
## 124 737.3000145
## 125 204.3999939
## 126 408.8000069
## 127 430.7000122
## 128 554.7999878
## 129 204.3999939
## 130 226.3000031
## 131 131.3999939
## 132 248.2000008
## 133 262.7999992
## 134 1547.600006
## 135 131.3999939
## 136 1211.799988
## 137 1051.199951
## 138 459.8999939
## 139 379.6000061
## 140 657
## 141 411.7200012
## 142 657
## 143 211.6999969
## 144 613.1999817
## 145 350.3999939
## 146 175.1999969
## 147 438
## 148 87.59999847
## 149 0
## 150 219
## 151 219
## 152 131.3999939
## 153 219
## 154 175.1999969
## 155 233.6000061
## 156 0
## 157 175.1999969
## 158 481.7999935
## 159 262.7999992
## 160 239.4399986
## 161 452.6000137
## 162 87.59999847
## 163 87.59999847
## 164 657
## 165
## 166 0
## 167 379.6000061
## 168 321.1999969
## 169 21.89999962
## 170 452.6000061
## 171 759.2000122
## 172 511
## 173 80.1067276
## 174 700.7999878
## 175 511
## 176 357.7000122
## 177 277.3999939
## 178 175.1999969
## 179 919.7999878
## 180 0
## 181 0
## 182 730
## 183 525.5999985
## 184 525.6000061
## 185 292.0000076
## 186 306.6000061
## 187 321.2000008
## 188 270.1000061
## 189 474.5000153
## 190 452.599987
## 191 321.1999893
## 192 591.3000107
## 193 810.2999954
## 194 357.7000046
## 195 1547.599976
## 196 423.400013
## 197 313.9000053
## 198 438
## 199 306.6000061
## 200 1430.799957
## 201 321.2000122
## 202 219
## 203 284.7000122
## 204 394.2000122
## 205 153.2999954
## 206 657
## 207 386.900013
## 208 364.9999924
## 209 292
## 210 0
## 211 219
## 212 321.2000122
## 213 189.8000031
## 214 131.3999939
## 215 246.7399979
## 216 0
## 217 219
## 218 219
## 219 598.5999985
## 220 0
## 221
## 222
## 223 204.3999939
## 224 0
## 225
## 226 0
## 227
## 228 51.09999847
## 229 175.2000008
## 230 350.3999939
## 231 248.1999969
## 232 277.4000053
## 233 175.1999931
## 234 379.6000061
## 235 255.4999962
## 236 0
## 237 73
## 238 226.3000069
## 239 277.4000015
## 240 0
## 241 248.2000008
## 242 80.29999924
## 243 350.3999939
## 244 438
## 245 438
## 246 181.0399952
## 247 175.1999969
## 248 131.3999977
## 249 562.0999756
## 250 408.7999973
## 251 334.3399887
## 252 124.0999985
## 253 350.3999939
## 254 430.7000008
## 255 379.6000061
## 256 438
## 257 335.7999878
## 258 0
## 259 613.2000122
## 260 124.0999985
## 261 277.3999939
## 262 87.60000038
## 263 0
## 264 153.3000031
## 265 0
## 266 0
## 267 43.79999924
## 268 0
## 269 43.79999924
## 270 0
## 271 335.7999878
## 272 14.60000038
## 273 306.5999985
## 274 87.59999847
## 275
## 276 0
## 277 102.1999969
## 278 0
## 279 0
## 280 43.79999924
## 281 116.8000031
## 282 87.59999847
## 283 511
## 284 0
## 285 0
## 286 43.79999924
## 287 0
## 288 540.1999969
## 289 0
## 290 0
## 291 94.90000153
## 292 233.6000061
## 293
## 294 182.5
## 295 94.90000153
## 296 890.5999756
## 297 328.5
## 298 0
## 299 0
## 300 36.5
## 301 306.5999985
## 302 146
## 303 365
## 304 109.5
## 305 0
## 306 0
## 307
## 308 292
## 309 175.1999969
## 310 525.5999985
## 311 182.5
## 312
## 313 182.5
## 314
## 315 175.1999969
## 316 233.6000004
## 317 226.3000031
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## 319 262.7999878
## 320 35.04000092
## 321 350.3999939
## 322 262.7999878
## 323 365
## 324 219
## 325 627.7999878
## 326 306.6000061
## 327 343.1000061
## 328 306.5999985
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## 330 233.5999908
## 331 175.1999969
## 332 394.2000122
## 333 219
## 334 55.47999954
## 335 146
## 336 223.3799973
## 337 233.6000004
## 338 11.68000031
## 339 90.52000046
## 340 0
## 341 0
## 342 137.2399979
## 343 5.840000153
## 344 189.7999992
## 345 0
## 346 73
## 347 70.08000183
## 348 87.60000229
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## 352 293.4599972
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## 355 204.3999939
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## 360 14.60000038
## 361 87.59999561
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## 364 219
## 365 29.20000076
## 366 292
## 367 175.1999969
## 368 788.3999863
## 369 671.5999947
## 370 452.5999985
## 371 204.4000053
## 372 420.4800034
## 373 321.1999969
## 374 0
## 375 722.7000084
## 376 87.59999847
## 377 255.5
## 378 237.9799957
## 379 341.6399994
## 380 191.2600136
## 381 322.659996
## 382 116.7999992
## 383 854.0999851
## 384 404.4200058
## 385 230.6799927
## 386 191.2600098
## 387 366.4599972
## 388 237.9800072
## 389 551.880003
## 390 312.4400139
## 391 204.3999939
## 392 559.1800079
## 393 365
## 394 0
## 395 204.3999939
## 396 291.9999962
## 397 0
## 398 146
## 399 29.20000076
## 400 306.6000004
## 401 0
## 402 678.8999996
## 403 65.69999695
## 404 204.3999939
## 405 87.59999847
## 406 437.9999886
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## 409 529.980011
## 410 525.6000061
## 411 388.3600178
## 412 1087.700005
## 413 1036.599976
## 414 262.8000031
## 415 1045.359985
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## 419 131.3999939
## 420 642.4000168
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## 422 511
## 423 182.4999962
## 424 1248.300011
## 425 438
## 426 160.5999985
## 427 102.2000008
## 428 934.3999939
## 429 94.89999962
## 430 175.1999969
## 431 0
## 432 0
## 433 744.5999756
## 434 489.0999908
## 435 861.3999939
## 436 474.5
## 437 359.1600037
## 438 43.79999924
## 439 511.0000114
## 440 87.59999847
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## 443 226.2999954
## 444 613.2000122
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## 447 890.6000137
## 448 435.0799904
## 449 138.6999989
## 450 283.2399902
## 451 80.30000305
## 452 233.6000061
## 453 0
## 454 87.59999847
## 455 67.15999985
## 456 218.9999962
## 457 43.79999924
## 458 64.23999786
## 459 29.20000076
## 460 36.5
## 461 569.3999939
## 462 0
## 463 0
## 464 0
## 465 0
## 466 51.09999847
## 467 0
## 468 0
## 469 0
## 470 0
## 471 0
## 472 0
## 473 0
## 474 0
## 475 0
## 476 0
## 477 204.3999939
## 478 182.5
## 479 511
## 480 87.59999847
## 481 0
## 482 219
## 483 0
## 484 284.7000122
## 485 401.5
## 486 0
## 487 87.59999847
## 488 43.79999924
## 489 0
## 490 365
## 491 0
## 492 124.0999985
## 493 0
## 494 0
## 495 17.52000046
## 496 175.1999969
## 497 350.3999939
## 498 0
## 499 109.5
## 500 306.5999985
## 501 0
## 502 0
## 503 0
## 504 0
## 505 569.3999863
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## 507 0
## 508 29.20000076
## 509 445.2999878
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## 511 116.8000031
## 512 0
## 513 0
## 514 51.10000038
## 515 0
## 516 389.8199921
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## 518 109.5
## 519 678.8999901
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## 524 58.40000153
## 525 109.5
## 526 167.8999939
## 527 876
## 528 401.5
## 529 0
## 530 167.9000015
## 531 21.89999962
## 532 43.80000114
## 533 277.3999939
## 534 0
## 535 94.90000153
## 536 0
## 537 51.09999847
## 538 73
## 539 43.80000114
## 540 78.84000397
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## 565 233.6000061
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## 2635 45.25999832
## 2636 182.5000019
## 2637 248.1999969
## 2638 118.2599964
## 2639 29.20000076
## 2640 291.9999886
## 2641 87.59999847
## 2642 270.0999966
## 2643 131.3999939
## 2644 251.1199932
## 2645 18.97999954
## 2646 86.13999939
## 2647 167.8999939
## 2648 65.69999695
## 2649 1146.099983
## 2650 227.7599945
## 2651 109.5
## 2652 601.5200195
## 2653 328.5000114
## 2654 626.3400021
## 2655 459.900013
## 2656 810.3000221
## 2657 182.4999981
## 2658 51.09999847
## 2659 693.5000114
## 2660 102.1999969
## 2661 1797.260046
## 2662 363.5400028
## 2663 452.599987
## 2664 286.1599846
## 2665 365
## 2666 166.4399872
## 2667 202.939991
## 2668 87.59999847
## 2669 397.1200104
## 2670 138.6999969
## 2671 271.5599937
## 2672 185.420002
## 2673 137.2399902
## 2674 132.8600006
## 2675 204.3999939
## 2676 268.6399918
## 2677 125.5599899
## 2678 210.2400036
## 2679 2262.999973
## 2680 2934.600006
## 2681 1540.299992
## 2682 2438.199997
## 2683 2803.200001
## 2684 1591.399994
## 2685 1007.39999
## 2686 1226.400017
## 2687 3007.599987
## 2688 1167.999989
## 2689 1649.799984
## 2690 2759.399982
## 2691 1489.200005
## 2692 1839.600025
## 2693 2949.199966
## 2694 671.6000137
## 2695 1065.799992
## 2696 167.9000034
## 2697 788.4000397
## 2698 795.699995
## 2699 725.6200333
## 2700 218.9999962
## 2701 839.4999695
## 2702 506.6199989
## 2703 302.2200012
## 2704 347.4799957
## 2705 1679.000023
## 2706 1693.599983
## 2707 1635.200012
## 2708 3182.800011
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## 2710 1007.399994
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## 2712 919.7999992
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## 2714 1635.200016
## 2715 1693.600006
## 2716 1992.900017
## 2717 454.060009
## 2718 300.7599983
## 2719 985.5000153
## 2720 484.719986
## 2721 1313.999969
## 2722 353.3199978
## 2723 493.4799881
## 2724 362.0800056
## 2725 318.2800159
## 2726 483.2600136
## 2727 197.0999985
## 2728 408.7999878
## 2729 277.3999939
## 2730 423.4000092
## 2731 211.6999969
## 2732 978.2000008
## 2733 58.40000153
## 2734 937.3199883
## 2735 391.2799988
## 2736 389.8200035
## 2737 437.9999886
## 2738 124.0999985
## 2739 934.3999786
## 2740 1460.000015
## 2741 467.2000122
## 2742 1883.400024
## 2743 321.2000122
## 2744
## 2745 493.4799957
## 2746 328.5
## 2747 268.640007
## 2748 598.6000061
## 2749 394.2000122
## 2750
## 2751 379.5999985
## 2752 379.6000061
## 2753 1116.900009
## 2754 727.0799789
## 2755 423.3999939
## 2756
## 2757 2832.399994
## 2758 518.3000183
## 2759 335.7999878
## 2760 1335.900009
## 2761 204.3999939
## 2762 423.3999939
## 2763 277.3999939
## 2764 730.0000305
## 2765 1715.499985
## 2766 262.7999878
## 2767 473.0399818
## 2768 601.5200195
## 2769 394.2000122
## 2770 1182.599998
## 2771 1591.400024
## 2772 306.6000061
## 2773 365
## 2774 1306.700008
## 2775 665.7599945
## 2776 379.6000061
## 2777 262.8000031
## 2778 420.4800148
## 2779 416.0999908
## 2780 729.9999924
## 2781 379.6000061
## 2782 540.2000122
## 2783 781.099987
## 2784 440.9200134
## 2785 547.5000057
## 2786 803.0000191
## 2787 671.6000252
## 2788 350.3999863
## 2789 613.1999969
## 2790 467.2000141
## 2791 467.2000008
## 2792 1460
## 2793 467.1999969
## 2794 197.1000061
## 2795
## 2796 0
## 2797 712.4800186
## 2798 452.5999947
## 2799
## 2800 379.5999908
## 2801 452.6000023
## 2802 613.1999969
## 2803 547.5
## 2804 802.9999847
## 2805 438
## 2806 727.079998
## 2807
## 2808 284.6999874
## 2809 861.3999939
## 2810 379.6000061
## 2811 803.0000305
## 2812 569.3999901
## 2813
## 2814 0
## 2815 146
## 2816 175.1999931
## 2817 189.8000011
## 2818 87.60000229
## 2819 372.300005
## 2820 510.9999809
## 2821 365
## 2822 242.3599949
## 2823 700.7999954
## 2824 296.3799973
## 2825 4599
## 2826 700.7999878
## 2827 525.6000023
## 2828 2438.200012
## 2829 131.3999939
## 2830 876
## 2831 511
## 2832 511
## 2833 803.0000229
## 2834 313.8999939
## 2835 1460.000008
## 2836 223.3800087
## 2837 248.2000046
## 2838 284.7000122
## 2839 207.3199959
## 2840 102.2000008
## 2841 73
## 2842 481.7999878
## 2843 151.840004
## 2844 103.6599979
## 2845 262.7999992
## 2846 437.9999924
## 2847 335.7999954
## 2848 175.1999969
## 2849 205.8600044
## 2850 284.7000008
## 2851 416.0999889
## 2852 0
## 2853
## 2854 737.3000183
## 2855 430.6999969
## 2856 730
## 2857 1430.799973
## 2858 489.1000004
## 2859 1130.040009
## 2860 1095.000027
## 2861 905.1999893
## 2862 1562.199959
## 2863 1113.979996
## 2864 392.739994
## 2865 613.1999893
## 2866 1214.720013
## 2867 554.8000069
## 2868 170.8200016
## 2869 671.5999985
## 2870 883.3000069
## 2871 2387.099957
## 2872 605.8999901
## 2873 954.840023
## 2874 291.9999886
## 2875 1868.799995
## 2876 712.4800053
## 2877 1057.039996
## 2878 532.9000015
## 2879 864.3199883
## 2880 502.2399979
## 2881 1131.499979
## 2882 538.7399826
## 2883 181.0399876
## 2884 435.079998
## 2885 258.4200058
## 2886 638.0200157
## 2887 175.1999989
## 2888 248.1999969
## 2889 478.8800049
## 2890 445.3000031
## 2891 439.460022
## 2892 179.5799961
## 2893 527.0600014
## 2894 166.4400024
## 2895 216.0799961
## 2896 205.8600025
## 2897 451.139986
## 2898 1781.199944
## 2899 627.8000259
## 2900 832.1999855
## 2901 627.7999992
## 2902 1868.800011
## 2903 1094.999992
## 2904 803.0000191
## 2905 846.7999878
## 2906 1022.000008
## 2907 817.6000137
## 2908 306.6000061
## 2909 817.5999756
## 2910 1533
## 2911 1445.400024
## 2912 1591.399948
## 2913 744.6000061
## 2914 277.3999939
## 2915 829.2800179
## 2916 540.2000122
## 2917 423.3999863
## 2918 362.0799866
## 2919 248.1999969
## 2920 423.3999939
## 2921 744.5999985
## 2922 817.5999756
## 2923 423.3999939
## 2924 532.9000244
## 2925 397.1200066
## 2926 394.2000122
## 2927 1343.199974
## 2928 843.8800011
## 2929 802.9999771
## 2930 583.9999771
## 2931 1591.399948
## 2932 846.800024
## 2933 1146.099998
## 2934 2978.400024
## 2935 613.1999969
## 2936 1124.200012
## 2937 1138.799988
## 2938 1678.999954
## 2939 591.2999878
## 2940 1189.900028
## 2941 153.3000031
## 2942 1401.599957
## 2943 280.320015
## 2944 233.6000061
## 2945 708.0999985
## 2946 861.3999825
## 2947 226.3000031
## 2948 474.5000153
## 2949 694.9599857
## 2950 354.7799873
## 2951 502.239994
## 2952 365
## 2953 1150.479977
## 2954 423.400013
## 2955 718.3199844
## 2956 953.3799973
## 2957 1029.299992
## 2958 220.4599981
## 2959 1181.139997
## 2960 438.0000019
## 2961 788.4000244
## 2962 671.5999947
## 2963 1357.799988
## 2964 1240.999969
## 2965 1562.199989
## 2966 1036.599968
## 2967 1116.900002
## 2968 331.4200058
## 2969 1822.079979
## 2970 1387.000023
## 2971 1255.599976
## 2972 1065.800011
## 2973 986.9599953
## 2974 1065.799986
## 2975 1211.800003
## 2976 3080.599953
## 2977 1255.599976
## 2978 2131.600052
## 2979 1389.920025
## 2980 846.7999878
## 2981 1372.399979
## 2982 423.3999939
## 2983 1138.800018
## 2984 289.0800133
## 2985 242.3600006
## 2986 781.1000023
## 2987 394.1999931
## 2988 788.4000244
## 2989 655.5399971
## 2990 394.1999969
## 2991 125.5600052
## 2992 1679
## 2993 204.3999939
## 2994 197.1000061
## 2995 178.1199951
## 2996 312.4400024
## 2997 219
## 2998 236.5200119
## 2999 623.4199944
## 3000 456.9799938
## 3001 454.059988
## 3002 563.5599995
## 3003 750.4399891
## 3004 433.6199989
## 3005 315.3599987
## 3006 494.9399834
## 3007 934.4000072
## 3008 852.6399956
## 3009 325.5800076
## 3010 262.8000069
## 3011 448.2199993
## 3012 216.0799942
## 3013 1095
## 3014 487.6399994
## 3015 1427.879986
## 3016 543.119976
## 3017 277.4000053
## 3018 348.9400101
## 3019 440.9200029
## 3020 636.5599918
## 3021 252.5799961
## 3022 724.1599941
## 3023 532.8999958
## 3024 306.5999966
## 3025 640.9400005
## 3026 423.3999863
## 3027 1182.599968
## 3028 1236.620029
## 3029 3945.650017
## 3030 525.5999908
## 3031 700.8000031
## 3032 350.4000015
## 3033 1912.59996
## 3034 1413.279938
## 3035
## 3036 1398.680019
## 3037 1693.599991
## 3038 1416.199982
## 3039 890.5999947
## 3040 978.1999893
## 3041 984.0400047
## 3042 1255.599998
## 3043 890.5999851
## 3044 905.1999931
## 3045 1649.800018
## 3046 890.5999832
## 3047 905.1999893
## 3048 1373.859932
## 3049 690.5800171
## 3050 562.0999985
## 3051 1166.540009
## 3052 1474.599974
## 3053 927.1000061
## 3054 437.9999886
## 3055 138.6999969
## 3056 1052.66
## 3057 1388.460026
## 3058 1562.200001
## 3059 919.8000069
## 3060 1540.299999
## 3061 951.9199829
## 3062 240.9000015
## 3063 1182.599991
## 3064 632.1800022
## 3065 576.6999969
## 3066 221.9199963
## 3067 334.3399944
## 3068 432.1599922
## 3069 324.1200085
## 3070 1093.539993
## 3071 559.1800117
## 3072 559.180006
## 3073 162.0599957
## 3074 468.6600113
## 3075 195.6399975
## 3076 932.9399719
## 3077 502.2399826
## 3078 440.9199982
## 3079 1182.6
## 3080 642.3999786
## 3081 1759.300034
## 3082 839.4999962
## 3083 1603.079994
## 3084 2314.09993
## 3085 963.6000061
## 3086 3343.400005
## 3087 1803.100037
## 3088 1791.420006
## 3089 1261.440025
## 3090 1649.800014
## 3091 262.8000069
## 3092 308.0599976
## 3093 529.9799919
## 3094 413.1799889
## 3095 503.7000084
## 3096 394.2000046
## 3097 360.6200027
## 3098 223.3800049
## 3099 635.099987
## 3100 741.6800022
## 3101 236.5200043
## 3102 164.9799938
## 3103 467.1999969
## 3104 80.30000305
## 3105 1430.799988
## 3106 410.2599945
## 3107 153.3000031
## 3108 642.3999805
## 3109 541.6600037
## 3110 357.7000046
## 3111 627.7999954
## 3112 386.9000015
## 3113 700.8000031
## 3114 0
## 3115 186.8800011
## 3116 131.3999977
## 3117 321.1999969
## 3118 402.9600029
## 3119 138.7000008
## 3120 1138.799988
## 3121 2117.000015
## 3122 5803.500008
## 3123 846.8000107
## 3124 1094.999985
## 3125 1598.699989
## 3126 1532.999985
## 3127 591.2999954
## 3128 803
## 3129 737.3000031
## 3130 1132.959976
## 3131 2540.399979
## 3132 525.6000023
## 3133 318.2799988
## 3134 686.2000122
## 3135 1595.780018
## 3136 1255.599998
## 3137 1467.300018
## 3138 830.7399864
## 3139 1379.699986
## 3140 1560.739998
## 3141 3197.39996
## 3142 1642.5
## 3143 941.700016
## 3144 1408.900024
## 3145 1657.099976
## 3146 554.7999878
## 3147 306.5999985
## 3148 2372.5
## 3149 598.6000023
## 3150 1241
## 3151 0
## 3152 642.4000092
## 3153 992.7999878
## 3154 2204.599979
## 3155 1306.699982
## 3156 648.2400169
## 3157 474.4999847
## 3158 243.8199997
## 3159 614.6599884
## 3160 794.2399902
## 3161 826.3600006
## 3162 946.0799847
## 3163 503.7000046
## 3164 468.6599922
## 3165 602.9800034
## 3166 379.6000004
## 3167 652.6199875
## 3168 36.5
## 3169 344.5599976
## 3170 102.1999969
## 3171 657.0000229
## 3172 321.1999931
## 3173 175.1999969
## 3174 365
## 3175
## 3176 481.7999878
## 3177 664.3000031
## 3178 318.2800293
## 3179 1116.900013
## 3180 760.659996
## 3181 1113.98
## 3182 833.6599846
## 3183 487.6399937
## 3184 1040.980003
## 3185 940.2400131
## 3186 589.8399906
## 3187 728.5399971
## 3188 867.2399712
## 3189 992.7999897
## 3190 839.4999924
## 3191 671.6000061
## 3192 470.1199951
## 3193 677.4399719
## 3194 511
## 3195 36.5
## 3196 365
## 3197 0
## 3198 854.0999756
## 3199 1029.300024
## 3200 248.1999931
## 3201 927.1000061
## 3202 1379.700012
## 3203 525.5999908
## 3204 1049.739979
## 3205 861.4000168
## 3206 364.9999886
## 3207 1029.299969
## 3208 918.3399811
## 3209 312.4400101
## 3210 1201.579956
## 3211 1610.380009
## 3212 766.4999924
## 3213 547.4999924
## 3214 591.3000107
## 3215 430.6999931
## 3216 1167.999977
## 3217 664.3000107
## 3218 461.3600044
## 3219 353.3199959
## 3220 868.7000198
## 3221 699.3400097
## 3222 1036.599976
## 3223 948.9999924
## 3224 646.7800064
## 3225 258.4200134
## 3226 416.0999908
## 3227 1241
## 3228 709.560009
## 3229 876
## 3230 846.7999878
## 3231 481.8000107
## 3232 713.9399948
## 3233 2467.400024
## 3234 985.5000076
## 3235 1452.69998
## 3236 1788.499985
## 3237 1927.200016
## 3238 1489.200035
## 3239 1270.200016
## 3240 538.7400036
## 3241 1007.39999
## 3242 766.4999847
## 3243 386.9000015
## 3244 1207.420004
## 3245 481.7999878
## 3246 459.9000072
## 3247 802.9999962
## 3248
## 3249 905.2000275
## 3250 306.6000061
## 3251 423.4000092
## 3252 1051.199997
## 3253 467.2000046
## 3254 321.1999969
## 3255 255.5000038
## 3256 96.36000061
## 3257 518.300005
## 3258 661.3799629
## 3259 887.679985
## 3260 340.1800079
## 3261 302.2200069
## 3262 1585.559998
## 3263 531.4399872
## 3264 601.520031
## 3265 2023.559982
## 3266 973.8199844
## 3267 96.36000252
## 3268 3255.799994
## 3269 73
## 3270 65.69999695
## 3271 656.9999924
## 3272 798.6200371
## 3273 0
## 3274 132.8600044
## 3275 131.3999977
## 3276 364.9999962
## 3277 249.659996
## 3278 299.2999878
## 3279 284.7000065
## 3280 357.7000008
## 3281 218.9999981
## 3282 113.8800049
## 3283 131.3999939
## 3284 804.4600067
## 3285 5029.700012
## 3286 503.6999969
## 3287 335.8000031
## 3288 565.0200005
## 3289 560.6400032
## 3290 496.3999939
## 3291 903.7399788
## 3292 562.0999966
## 3293 43.79999924
## 3294 429.2399979
## 3295 835.1199913
## 3296 499.3200035
## 3297 591.2999916
## 3298 188.340004
## 3299 424.859993
## 3300 372.300005
## 3301 357.6999969
## 3302 1511.100006
## 3303 584
## 3304 468.6600037
## 3305 730.0000076
## 3306 1007.399979
## 3307 445.2999916
## 3308 658.4599705
## 3309 3124.399994
## 3310 2379.800003
## 3311 219
## 3312 730
## 3313 569.3999939
## 3314 510.9999924
## 3315 481.7999916
## 3316 306.5999985
## 3317 671.5999908
## 3318 496.3999977
## 3319 569.4000015
## 3320 525.6000061
## 3321 437.9999847
## 3322 306.6000061
## 3323 759.1999969
## 3324 960.679985
## 3325 452.599987
## 3326 1130.040039
## 3327 521.950017
## 3328 362.0800056
## 3329 131.4000015
## 3330 432.1600037
## 3331 321.2000008
## 3332 697.8799706
## 3333 513.9199944
## 3334 338.7200089
## 3335 175.1999969
## 3336 642.4000053
## 3337 876
## 3338 211.6999969
## 3339 335.7999878
## 3340 262.7999878
## 3341 686.2000237
## 3342 1934.500061
## 3343 677.4399834
## 3344 511
## 3345 1138.799988
## 3346 487.6399841
## 3347 423.3999939
## 3348 573.7799988
## 3349 408.799984
## 3350 408.7999954
## 3351 467.1999931
## 3352 693.4999809
## 3353 87.60000038
## 3354 386.8999958
## 3355 226.2999954
## 3356 572.3199997
## 3357 262.7999916
## 3358 569.4000034
## 3359 554.7999916
## 3360 189.8000031
## 3361 814.6800003
## 3362 712.4799995
## 3363 591.3000069
## 3364 1065.799978
## 3365 110.9599991
## 3366 365.0000114
## 3367 1173.839985
## 3368 281.7799988
## 3369 1452.699997
## 3370 782.5599823
## 3371 591.2999878
## 3372 416.1000061
## 3373 583.9999905
## 3374 481.8000069
## 3375 357.7000122
## 3376 240.9000053
## 3377 366.4599876
## 3378 1533
## 3379 744.6000061
## 3380 513.9200077
## 3381 146.0000038
## 3382 995.7200317
## 3383 219
## 3384 3942
## 3385 43.79999924
## 3386 1083.319996
## 3387 408.7999897
## 3388 401.4999981
## 3389 512.4600048
## 3390 668.6799774
## 3391 538.7400017
## 3392 861.3999786
## 3393 890.5999756
## 3394 648.2399979
## 3395 963.6000214
## 3396 102.1999969
## 3397 982.5800095
## 3398 656.9999943
## 3399 605.8999901
## 3400 102.1999969
## 3401 1328.600006
## 3402 503.7000046
## 3403 102.1999969
## 3404 656.9999962
## 3405 353.3200073
## 3406 480.3399887
## 3407 509.5399933
## 3408 890.5999908
## 3409 0
## 3410 694.9600105
## 3411 357.699995
## 3412 497.8600006
## 3413 166.4400005
## 3414 176.6600018
## 3415 175.2000027
## 3416 328.4999981
## 3417 0
## 3418 575.2400055
## 3419 270.1000099
## 3420 394.2000084
## 3421 454.0600033
## 3422 0
## 3423 284.7000122
## 3424 189.8000031
## 3425 635.1000061
## 3426 941.6999969
## 3427 496.400013
## 3428 627.7999878
## 3429 401.5000076
## 3430 49.63999939
## 3431 131.3999939
## 3432 423.3999939
## 3433 620.4999847
## 3434 321.2000065
## 3435 700.7999954
## 3436 219
## 3437 370.8399963
## 3438 1226.400017
## 3439 438.0000038
## 3440 138.6999969
## 3441 1211.799988
## 3442 321.2000008
## 3443 467.1999969
## 3444 766.4999847
## 3445 408.7999878
## 3446 671.6000099
## 3447 489.0999832
## 3448 496.3999939
## Food.expenditure.at.restaurants Recall.period.in.weeks
## 1 236.5199928 0.714285731
## 2 87.60000229 0.714285731
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## 1824 277.3999977 0.714285731
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## 1830 1065.800003 0.714285731
## 1831 591.3000031 0.714285731
## 1832 919.8000069 0.714285731
## 1833 0 0.714285731
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## 1846 0 0.714285731
## 1847 0 0.714285731
## 1848 4379.999954 0.714285731
## 1849 3416.400024 0.714285731
## 1850 1620.600014 0.714285731
## 1851 175.1999969 0.714285731
## 1852 1416.199989 0.714285731
## 1853 963.6000214 0.714285731
## 1854 255.4999962 0.714285731
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## 1857 394.2000008 0.714285731
## 1858 335.7999992 0.714285731
## 1859 1620.600037 0.714285731
## 1860 14.60000038 0.714285731
## 1861 3518.59996 0.714285731
## 1862 702.2600098 0.714285731
## 1863 584 0.714285731
## 1864 2263.000061 0.714285731
## 1865 1080.400005 0.714285731
## 1866 927.1000061 0.714285731
## 1867 3321.500031 0.714285731
## 1868 467.2000122 0.714285731
## 1869 605.8999901 0.714285731
## 1870 919.7999878 0.714285731
## 1871 2146.200012 0.714285731
## 1872 693.5000076 0.714285731
## 1873 2949.200073 0.714285731
## 1874 0 0.714285731
## 1875 292 0.714285731
## 1876 0 0.714285731
## 1877 2963.799973 0.714285731
## 1878 58.40000153 0.714285731
## 1879 0 0.714285731
## 1880 365 0.714285731
## 1881 0 0.714285731
## 1882 29.20000076 0.714285731
## 1883 2284.900024 0.714285731
## 1884 0 0.714285731
## 1885 781.1000061 0.714285731
## 1886 876 0.714285731
## 1887 365.0000038 0.714285731
## 1888 292 0.714285731
## 1889 102.2000008 0.714285731
## 1890 1941.800011 0.714285731
## 1891 2598.799999 0.714285731
## 1892 2014.799973 0.714285731
## 1893 3358.000015 0.714285731
## 1894 766.5 0.714285731
## 1895 189.8000031 0.714285731
## 1896 1613.300018 0.714285731
## 1897 3139 0.714285731
## 1898 423.3999939 0.714285731
## 1899 408.7999878 0.714285731
## 1900 1124.200001 0.714285731
## 1901 102.1999969 0.714285731
## 1902 613.2000008 0.714285731
## 1903 540.2000122 0.714285731
## 1904 1554.899994 0.714285731
## 1905 3328.800018 0.714285731
## 1906 335.8000088 0.714285731
## 1907 2627.999954 0.714285731
## 1908 365 0.714285731
## 1909 832.1999969 0.714285731
## 1910 1255.600006 0.714285731
## 1911 3357.999952 0.714285731
## 1912 2262.999969 0.714285731
## 1913 3138.99995 0.714285731
## 1914 2087.799976 0.714285731
## 1915 2525.799957 0.714285731
## 1916 876 0.714285731
## 1917 803 0.714285731
## 1918 1883.400024 0.714285731
## 1919 3460.199951 0.714285731
## 1920 1013.240002 0.714285731
## 1921 2686.400024 0.714285731
## 1922 919.8000107 0.714285731
## 1923 2482 0.714285731
## 1924 73 0.714285731
## 1925 2204.600021 0.714285731
## 1926 1839.600033 0.714285731
## 1927 913.9599533 0.714285731
## 1928 3956.600006 0.714285731
## 1929 4234.000061 0.714285731
## 1930 4467.600006 0.714285731
## 1931 3168.199951 0.714285731
## 1932 963.6000061 0.714285731
## 1933 1547.600021 0.714285731
## 1934 3547.800064 0.714285731
## 1935 1664.399963 0.714285731
## 1936 3708.399963 0.714285731
## 1937 2394.400024 0.714285731
## 1938 2861.600029 0.714285731
## 1939 300.7600021 0.714285731
## 1940 5241.400116 0.714285731
## 1941 2401.699986 0.714285731
## 1942 43.79999924 0.714285731
## 1943 2306.800045 0.714285731
## 1944 1970.999962 0.714285731
## 1945 2671.799999 0.714285731
## 1946 73 0.714285731
## 1947 496.3999939 0.714285731
## 1948 248.1999969 0.714285731
## 1949 1357.800011 0.714285731
## 1950 1182.600006 0.714285731
## 1951 1751.999969 0.714285731
## 1952 2029.400009 0.714285731
## 1953 43.79999924 0.714285731
## 1954 204.5459938 0.714285731
## 1955 43.79999924 0.714285731
## 1956 146 0.714285731
## 1957 0 0.714285731
## 1958 0 0.714285731
## 1959 0 0.714285731
## 1960 233.5999985 0.714285731
## 1961 0 0.714285731
## 1962 285.4299927 0.714285731
## 1963 0 0.714285731
## 1964 43.79999924 0.714285731
## 1965 299.3000031 0.714285731
## 1966 107.3099995 0.714285731
## 1967 167.9000034 0.714285731
## 1968 1226.400009 0.714285731
## 1969 613.1999969 0.714285731
## 1970 814.6799774 0.714285731
## 1971 797.159996 0.714285731
## 1972 335.7999954 0.714285731
## 1973 978.200016 0.714285731
## 1974 978.1999931 0.714285731
## 1975 989.8799706 0.714285731
## 1976 2744.800026 0.714285731
## 1977 2715.600014 0.714285731
## 1978 1182.599976 0.714285731
## 1979 861.4000015 0.714285731
## 1980 3533.199921 0.714285731
## 1981 0 0.714285731
## 1982 992.7999763 0.714285731
## 1983 0 0.714285731
## 1984 875.9999847 0.714285731
## 1985 554.7999878 0.714285731
## 1986 1109.599976 0.714285731
## 1987 438 0.714285731
## 1988 525.5999908 0.714285731
## 1989 992.7999878 0.714285731
## 1990 1474.599976 0.714285731
## 1991 1416.200035 0.714285731
## 1992 934.3999939 0.714285731
## 1993 846.8000183 0.714285731
## 1994 759.1999817 0.714285731
## 1995 1489.200027 0.714285731
## 1996 29.20000076 0.714285731
## 1997 29.20000076 0.714285731
## 1998 0 0.714285731
## 1999 0 0.714285731
## 2000 116.8000031 0.714285731
## 2001 73 0.714285731
## 2002 0 0.714285731
## 2003 0 0.714285731
## 2004 0 0.714285731
## 2005 58.40000153 0.714285731
## 2006 87.59999847 0.714285731
## 2007 160.5999985 0.714285731
## 2008 43.79999924 0.714285731
## 2009 0 0.714285731
## 2010 541.6599941 0.714285731
## 2011 1392.839996 0.714285731
## 2012 1262.900009 0.714285731
## 2013 178.1199951 0.714285731
## 2014 2273.219982 0.714285731
## 2015 954.840004 0.714285731
## 2016 511 0.714285731
## 2017 890.5999756 0.714285731
## 2018 2299.499969 0.714285731
## 2019 52.55999756 0.714285731
## 2020 1576.800018 0.714285731
## 2021 2974.020004 0.714285731
## 2022 1292.099991 0.714285731
## 2023 2794.439987 0.714285731
## 2024 639.4800072 0.714285731
## 2025 84.68000031 0.714285731
## 2026 49.6400013 0.714285731
## 2027 116.7999992 0.714285731
## 2028 137.2399979 0.714285731
## 2029 2737.500015 0.714285731
## 2030 0 0.714285731
## 2031 254.0400066 0.714285731
## 2032 169.3600006 0.714285731
## 2033 29.20000076 0.714285731
## 2034 102.1999969 0.714285731
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## 2036 70.08000183 0.714285731
## 2037 0 0.714285731
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## 2083 0 0.714285731
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## 2087 58.40000153 0.714285731
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## 2090 321.1999969 0.714285731
## 2091 29.20000076 0.714285731
## 2092 73 0.714285731
## 2093 29.20000076 0.714285731
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## 2095 204.3999939 0.714285731
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## 2097 0 0.714285731
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## 2135 394.2000084 0.714285731
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## 2157 153.3000031 0.714285731
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## 2163 204.4000015 0.714285731
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## 2187 189.7999992 0.714285731
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## 2204 0 0.714285731
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## 3332 4007.699974 0.714285731
## 3333 1662.940002 0.714285731
## 3334 4664.700043 0.714285731
## 3335 2474.699974 0.714285731
## 3336 2934.59996 0.714285731
## 3337 0 0.714285731
## 3338 146 0.714285731
## 3339 919.8000069 0.714285731
## 3340 365 0.714285731
## 3341 0 0.714285731
## 3342 394.1999893 0.714285731
## 3343 5212.199997 0.714285731
## 3344 116.8000031 0.714285731
## 3345 0 0.714285731
## 3346 0 0.714285731
## 3347 0 0.714285731
## 3348 1752.000011 0.714285731
## 3349 350.4000053 0.714285731
## 3350 846.7999878 0.714285731
## 3351 1124.199982 0.714285731
## 3352 335.8000031 0.714285731
## 3353 1971 0.714285731
## 3354 671.6000061 0.714285731
## 3355 2846.999969 0.714285731
## 3356 3708.399971 0.714285731
## 3357 4423.799952 0.714285731
## 3358 2204.600006 0.714285731
## 3359 2292.200001 0.714285731
## 3360 3109.799988 0.714285731
## 3361 627.7999878 0.714285731
## 3362 554.7999878 0.714285731
## 3363 3182.800049 0.714285731
## 3364 6051.700024 0.714285731
## 3365 1270.199976 0.714285731
## 3366 846.7999878 0.714285731
## 3367 781.0999756 0.714285731
## 3368 1671.69997 0.714285731
## 3369 3182.80011 0.714285731
## 3370 335.7999954 0.714285731
## 3371 686.1999969 0.714285731
## 3372 58.40000153 0.714285731
## 3373 87.59999847 0.714285731
## 3374 1095 0.714285731
## 3375 1846.899979 0.714285731
## 3376 978.1999855 0.714285731
## 3377 534.3600159 0.714285731
## 3378 4337.659973 0.714285731
## 3379 2379.799965 0.714285731
## 3380 3642.700012 0.714285731
## 3381 2371.039997 0.714285731
## 3382 5441.419922 0.714285731
## 3383 2496.600018 0.714285731
## 3384 730.146 0.714285731
## 3385 0 0.714285731
## 3386 5099.780014 0.714285731
## 3387 839.5 0.714285731
## 3388 1503.800011 0.714285731
## 3389 1891.868034 0.714285731
## 3390 3766.800003 0.714285731
## 3391 2400.239925 0.714285731
## 3392 4197.500031 0.714285731
## 3393 5964.100021 0.714285731
## 3394 4343.500031 0.714285731
## 3395 12082.95967 0.714285731
## 3396 0 0.714285731
## 3397 5774.300049 0.714285731
## 3398 4511.400101 0.714285731
## 3399 2715.600021 0.714285731
## 3400 2992.999985 0.714285731
## 3401 2759.399994 0.714285731
## 3402 2795.899979 0.714285731
## 3403 4131.800072 0.714285731
## 3404 7088.299881 0.714285731
## 3405 4365.400032 0.714285731
## 3406 4131.799973 0.714285731
## 3407 3949.299957 0.714285731
## 3408 3985.799999 0.714285731
## 3409 12410.00002 0.714285731
## 3410 1649.799976 0.714285731
## 3411 2189.999969 0.714285731
## 3412 1138.799992 0.714285731
## 3413 1204.5 0.714285731
## 3414 1219.099983 0.714285731
## 3415 671.6000023 0.714285731
## 3416 1511.099998 0.714285731
## 3417 627.7999954 0.714285731
## 3418 1973.920013 0.714285731
## 3419 2335.999985 0.714285731
## 3420 1401.59996 0.714285731
## 3421 1189.900009 0.714285731
## 3422 3591.599915 0.714285731
## 3423 3671.900032 0.714285731
## 3424 2299.500015 0.714285731
## 3425 3620.799988 0.714285731
## 3426 3511.300018 0.714285731
## 3427 3394.500023 0.714285731
## 3428 4642.79995 0.714285731
## 3429 2569.600052 0.714285731
## 3430 87.60000229 0.714285731
## 3431 58.40000153 0.714285731
## 3432 525.6000023 0.714285731
## 3433 861.4000015 0.714285731
## 3434 584 0.714285731
## 3435 1496.499969 0.714285731
## 3436 335.7999992 0.714285731
## 3437 686.2000008 0.714285731
## 3438 379.5999985 0.714285731
## 3439 73 0.714285731
## 3440 255.5 0.714285731
## 3441 627.8000031 0.714285731
## 3442 87.59999847 0.714285731
## 3443 620.4999962 0.714285731
## 3444 744.6000061 0.714285731
## 3445 321.1999969 0.714285731
## 3446 1664.399994 0.714285731
## 3447 657 0.714285731
## 3448 1956.399994 0.714285731
## Total.food.expenditure..sum.of.variables.prefixed.fd X_merge
## 1 4661.780273 matched (3)
## 2 9437.439453 matched (3)
## 3 13935.69922 matched (3)
## 4 6102.800293 matched (3)
## 5 6990.47998 matched (3)
## 6 3079.566895 matched (3)
## 7 6542.259766 matched (3)
## 8 1702.360107 matched (3)
## 9 15067.19922 matched (3)
## 10 2727.280029 matched (3)
## 11 2609.02002 matched (3)
## 12 7516.080078 matched (3)
## 13 2154.959961 matched (3)
## 14 7135.02002 matched (3)
## 15 4235.459961 matched (3)
## 16 8749.780273 matched (3)
## 17 10852.17969 matched (3)
## 18 7184.660156 matched (3)
## 19 4273.419922 matched (3)
## 20 6753.959961 matched (3)
## 21 8979 matched (3)
## 22 9431.599609 matched (3)
## 23 5585.959961 matched (3)
## 24 8647.580078 matched (3)
## 25 7675.219727 matched (3)
## 26 10539.74023 matched (3)
## 27 5041.136719 matched (3)
## 28 4029.600098 matched (3)
## 29 3651.459961 matched (3)
## 30 2286.360107 matched (3)
## 31 1738.859985 matched (3)
## 32 5555.300293 matched (3)
## 33 6650.299805 matched (3)
## 34 5135.549805 matched (3)
## 35 1314 matched (3)
## 36 7343.799805 matched (3)
## 37 1638.119995 matched (3)
## 38 3328.800049 matched (3)
## 39 7454.760254 matched (3)
## 40 4555.200195 matched (3)
## 41 3595.97998 matched (3)
## 42 4147.859863 matched (3)
## 43 5423.899902 matched (3)
## 44 5047.219727 matched (3)
## 45 3816.440186 matched (3)
## 46 5632.679688 matched (3)
## 47 4907.060059 matched (3)
## 48 2757.939941 matched (3)
## 49 3468.959961 matched (3)
## 50 5251.620117 matched (3)
## 51 4889.540039 matched (3)
## 52 6787.540039 matched (3)
## 53 6812.359863 matched (3)
## 54 10417.09961 matched (3)
## 55 3036.799805 matched (3)
## 56 2435.279785 matched (3)
## 57 2080.5 matched (3)
## 58 2379.800049 matched (3)
## 59 1229.320068 matched (3)
## 60 5691.080078 matched (3)
## 61 2533.100098 matched (3)
## 62 11046.35938 matched (3)
## 63 5712.97998 matched (3)
## 64 3658.76001 matched (3)
## 65 7827.060059 matched (3)
## 66 3292.300049 matched (3)
## 67 5004.879883 matched (3)
## 68 6424 matched (3)
## 69 5527.560059 matched (3)
## 70 2471.780029 matched (3)
## 71 2211.899902 matched (3)
## 72 5028.239746 matched (3)
## 73 3978.5 matched (3)
## 74 3251.419922 matched (3)
## 75 0 matched (3)
## 76 5621 matched (3)
## 77 708.0999756 matched (3)
## 78 7008 matched (3)
## 79 2423.600098 matched (3)
## 80 2525.800049 matched (3)
## 81 3124.400146 matched (3)
## 82 1176.76001 matched (3)
## 83 2949.199951 matched (3)
## 84 3841.26001 matched (3)
## 85 5499.070801 matched (3)
## 86 4012.079834 matched (3)
## 87 5415.140137 matched (3)
## 88 4988.819824 matched (3)
## 89 8802.339844 matched (3)
## 90 7165.680176 matched (3)
## 91 8097.160156 matched (3)
## 92 7581.779785 matched (3)
## 93 6797.759766 matched (3)
## 94 5983.080078 matched (3)
## 95 5986 matched (3)
## 96 8054.819824 matched (3)
## 97 1598.699951 matched (3)
## 98 2617.780029 matched (3)
## 99 0 matched (3)
## 100 2686.399902 matched (3)
## 101 0 matched (3)
## 102 0 matched (3)
## 103 3563.859863 matched (3)
## 104 832.1999512 matched (3)
## 105 4337.660156 matched (3)
## 106 1839.599976 matched (3)
## 107 6380.200195 matched (3)
## 108 8279.660156 matched (3)
## 109 5542.160156 matched (3)
## 110 1511.100098 matched (3)
## 111 2055.679932 matched (3)
## 112 2178.319824 matched (3)
## 113 3206.159912 matched (3)
## 114 613.2000122 matched (3)
## 115 2213.359863 matched (3)
## 116 350.3999939 matched (3)
## 117 2014.800049 matched (3)
## 118 1278.959961 matched (3)
## 119 2360.820068 matched (3)
## 120 906.6599731 matched (3)
## 121 5352.359863 matched (3)
## 122 5089.55957 matched (3)
## 123 3867.539795 matched (3)
## 124 12875.74023 matched (3)
## 125 5815.180176 matched (3)
## 126 8857.820313 matched (3)
## 127 9043.240234 matched (3)
## 128 9954.280273 matched (3)
## 129 9069.519531 matched (3)
## 130 4750.839844 matched (3)
## 131 7993.5 matched (3)
## 132 8203.740234 matched (3)
## 133 7571.560059 matched (3)
## 134 10665.2998 matched (3)
## 135 2482 matched (3)
## 136 8435.879883 matched (3)
## 137 7848.959961 matched (3)
## 138 3817.899902 matched (3)
## 139 4321.600098 matched (3)
## 140 6380.200195 matched (3)
## 141 4140.560059 matched (3)
## 142 11161.7002 matched (3)
## 143 2460.099854 matched (3)
## 144 6080.900391 matched (3)
## 145 5526.100098 matched (3)
## 146 2922.919922 matched (3)
## 147 5022.399902 matched (3)
## 148 3011.980225 matched (3)
## 149 0 matched (3)
## 150 4029.600098 matched (3)
## 151 3880.679932 matched (3)
## 152 2540.399902 matched (3)
## 153 3358 matched (3)
## 154 2978.399902 matched (3)
## 155 5942.200195 matched (3)
## 156 2204.600098 matched (3)
## 157 4171.219727 matched (3)
## 158 6031.259766 matched (3)
## 159 3298.139893 matched (3)
## 160 1811.859985 matched (3)
## 161 3423.700195 matched (3)
## 162 1744.699951 matched (3)
## 163 4036.900146 matched (3)
## 164 5749.47998 matched (3)
## 165 0 matched (3)
## 166 876 matched (3)
## 167 8891.399414 matched (3)
## 168 7008 matched (3)
## 169 138.6999969 matched (3)
## 170 9212.599609 matched (3)
## 171 4631.120117 matched (3)
## 172 6526.200195 matched (3)
## 173 6796.106934 matched (3)
## 174 7869.399902 matched (3)
## 175 5767 matched (3)
## 176 4299.700195 matched (3)
## 177 4460.299805 matched (3)
## 178 3349.23999 matched (3)
## 179 7431.399902 matched (3)
## 180 0 matched (3)
## 181 0 matched (3)
## 182 6562.700195 matched (3)
## 183 8868.040039 matched (3)
## 184 6974.419922 matched (3)
## 185 5456.02002 matched (3)
## 186 5393.240234 matched (3)
## 187 6323.260254 matched (3)
## 188 5076.419922 matched (3)
## 189 7078.080078 matched (3)
## 190 6115.939941 matched (3)
## 191 5619.540039 matched (3)
## 192 6748.119629 matched (3)
## 193 8393.540039 matched (3)
## 194 7152.540039 matched (3)
## 195 13745.89941 matched (3)
## 196 5128.97998 matched (3)
## 197 2934.599854 matched (3)
## 198 2321.399902 matched (3)
## 199 3591.600098 matched (3)
## 200 7000.699707 matched (3)
## 201 1737.399902 matched (3)
## 202 1941.800049 matched (3)
## 203 3956.599854 matched (3)
## 204 5168.400391 matched (3)
## 205 1102.300049 matched (3)
## 206 2131.600098 matched (3)
## 207 1686.300049 matched (3)
## 208 3723 matched (3)
## 209 2902.47998 matched (3)
## 210 0 matched (3)
## 211 3650 matched (3)
## 212 3029.5 matched (3)
## 213 6088.199707 matched (3)
## 214 1471.680054 matched (3)
## 215 3882.139893 matched (3)
## 216 0 matched (3)
## 217 1880.47998 matched (3)
## 218 2306.799805 matched (3)
## 219 1699.439941 matched (3)
## 220 525.5999756 matched (3)
## 221 0 matched (3)
## 222 0 matched (3)
## 223 3083.519775 matched (3)
## 224 1734.47998 matched (3)
## 225 0 matched (3)
## 226 1664.400024 matched (3)
## 227 0 matched (3)
## 228 1690.680054 matched (3)
## 229 2598.799805 matched (3)
## 230 5791.819824 matched (3)
## 231 7524.839844 matched (3)
## 232 9974.719727 matched (3)
## 233 6683.880371 matched (3)
## 234 6022.5 matched (3)
## 235 4514.319824 matched (3)
## 236 6527.660156 matched (3)
## 237 5197.600098 matched (3)
## 238 7088.299805 matched (3)
## 239 6654.679688 matched (3)
## 240 6683.879883 matched (3)
## 241 4044.199951 matched (3)
## 242 6498.459961 matched (3)
## 243 4991.739746 matched (3)
## 244 4790.259766 matched (3)
## 245 3573.934082 matched (3)
## 246 1398.679932 matched (3)
## 247 3165.279785 matched (3)
## 248 1806.02002 matched (3)
## 249 5641.439941 matched (3)
## 250 3219.300049 matched (3)
## 251 2706.840088 matched (3)
## 252 1657.099976 matched (3)
## 253 4131.799805 matched (3)
## 254 5406.379883 matched (3)
## 255 7256.200195 matched (3)
## 256 5536.319824 matched (3)
## 257 3699.640137 matched (3)
## 258 5347.97998 matched (3)
## 259 7203.640137 matched (3)
## 260 1764.521973 matched (3)
## 261 3680.659912 matched (3)
## 262 4693.899902 matched (3)
## 263 4123.040039 matched (3)
## 264 2426.52002 matched (3)
## 265 0 matched (3)
## 266 2436.73999 matched (3)
## 267 6891.200195 matched (3)
## 268 3270.399902 matched (3)
## 269 1979.76001 matched (3)
## 270 3036.800049 matched (3)
## 271 6015.200195 matched (3)
## 272 1927.199951 matched (3)
## 273 4136.180176 matched (3)
## 274 4425.259766 matched (3)
## 275 0 matched (3)
## 276 2515.579834 matched (3)
## 277 2176.860107 matched (3)
## 278 2902.47998 matched (3)
## 279 1241 matched (3)
## 280 2657.199951 matched (3)
## 281 6421.080078 matched (3)
## 282 2327.23999 matched (3)
## 283 6416.700195 matched (3)
## 284 0 matched (3)
## 285 3693.800049 matched (3)
## 286 2422.140137 matched (3)
## 287 3607.659912 matched (3)
## 288 2937.52002 matched (3)
## 289 2354.97998 matched (3)
## 290 4485.120117 matched (3)
## 291 2781.299805 matched (3)
## 292 4996.120117 matched (3)
## 293 0 matched (3)
## 294 2689.320068 matched (3)
## 295 1776.820068 matched (3)
## 296 5718.819824 matched (3)
## 297 4590.240234 matched (3)
## 298 3372.600098 matched (3)
## 299 0 matched (3)
## 300 927.0999756 matched (3)
## 301 4632.57959 matched (3)
## 302 2940.439941 matched (3)
## 303 4993.200195 matched (3)
## 304 1587.02002 matched (3)
## 305 1471.679932 matched (3)
## 306 2870.360107 matched (3)
## 307 0 matched (3)
## 308 5407.839844 matched (3)
## 309 5333.380371 matched (3)
## 310 2727.280029 matched (3)
## 311 2468.860107 matched (3)
## 312 0 matched (3)
## 313 4655.939941 matched (3)
## 314 0 matched (3)
## 315 5838.540039 matched (3)
## 316 2239.640137 matched (3)
## 317 3677.73999 matched (3)
## 318 3628.099854 matched (3)
## 319 3944.919922 matched (3)
## 320 2604.640137 matched (3)
## 321 3495.239746 matched (3)
## 322 1825 matched (3)
## 323 2940.439941 matched (3)
## 324 4266.120117 matched (3)
## 325 1957.860107 matched (3)
## 326 3314.200195 matched (3)
## 327 2087.800049 matched (3)
## 328 2176.860107 matched (3)
## 329 2251.320068 matched (3)
## 330 2137.439941 matched (3)
## 331 4520.160156 matched (3)
## 332 4812.160156 matched (3)
## 333 2208.97998 matched (3)
## 334 2892.26001 matched (3)
## 335 3825.199951 matched (3)
## 336 5203.439941 matched (3)
## 337 2563.76001 matched (3)
## 338 3906.959961 matched (3)
## 339 2498.060059 matched (3)
## 340 1971 matched (3)
## 341 2134.52002 matched (3)
## 342 3489.399902 matched (3)
## 343 1905.300049 matched (3)
## 344 4409.200195 matched (3)
## 345 382.519989 matched (3)
## 346 6210.839844 matched (3)
## 347 4853.040039 matched (3)
## 348 2931.679932 matched (3)
## 349 6705.779785 matched (3)
## 350 20854.64063 matched (3)
## 351 11893.16113 matched (3)
## 352 2590.040039 matched (3)
## 353 4464.680176 matched (3)
## 354 20207.85938 matched (3)
## 355 3238.279785 matched (3)
## 356 3933.23999 matched (3)
## 357 8974.620117 matched (3)
## 358 13687.5 matched (3)
## 359 16279.00098 matched (3)
## 360 5249.430176 matched (3)
## 361 1203.040039 matched (3)
## 362 20895.51953 matched (3)
## 363 10346.29004 matched (3)
## 364 3763.880127 matched (3)
## 365 5974.320313 matched (3)
## 366 4857.419922 matched (3)
## 367 4724.560059 matched (3)
## 368 6755.419922 matched (3)
## 369 7132.100098 matched (3)
## 370 7139.399902 matched (3)
## 371 3036.800049 matched (3)
## 372 2368.120117 matched (3)
## 373 6993.400391 matched (3)
## 374 0 matched (3)
## 375 8619.839844 matched (3)
## 376 5840 matched (3)
## 377 8571.660156 matched (3)
## 378 6110.099609 matched (3)
## 379 8387.700195 matched (3)
## 380 2893.719971 matched (3)
## 381 9011.120117 matched (3)
## 382 5330.459961 matched (3)
## 383 9352.759766 matched (3)
## 384 5451.640137 matched (3)
## 385 5623.919922 matched (3)
## 386 1681.919922 matched (3)
## 387 4082.159912 matched (3)
## 388 9257.860352 matched (3)
## 389 5442.879883 matched (3)
## 390 4302.620117 matched (3)
## 391 8031.459961 matched (3)
## 392 4090.919922 matched (3)
## 393 6581.680176 matched (3)
## 394 14534.2998 matched (3)
## 395 7286.859863 matched (3)
## 396 8317.620117 matched (3)
## 397 3401.800049 matched (3)
## 398 4410.660156 matched (3)
## 399 4390.219727 matched (3)
## 400 3752.199951 matched (3)
## 401 6060.459961 matched (3)
## 402 4015 matched (3)
## 403 4219.399902 matched (3)
## 404 4701.200195 matched (3)
## 405 4022.300049 matched (3)
## 406 4095.300049 matched (3)
## 407 2274.679932 matched (3)
## 408 8152.640137 matched (3)
## 409 3766.800049 matched (3)
## 410 8888.479492 matched (3)
## 411 7045.959961 matched (3)
## 412 9295.819336 matched (3)
## 413 10443.37988 matched (3)
## 414 7540.899902 matched (3)
## 415 11107.68066 matched (3)
## 416 3876.299805 matched (3)
## 417 7504.399902 matched (3)
## 418 7351.100098 matched (3)
## 419 8489.900391 matched (3)
## 420 7406.580078 matched (3)
## 421 6774.545898 matched (3)
## 422 6810.899902 matched (3)
## 423 6905.800293 matched (3)
## 424 9146.900391 matched (3)
## 425 4511.399902 matched (3)
## 426 5611.266602 matched (3)
## 427 3679.199951 matched (3)
## 428 6183.099609 matched (3)
## 429 2265.919922 matched (3)
## 430 5555.300293 matched (3)
## 431 3397.420166 matched (3)
## 432 861.4000244 matched (3)
## 433 3981.419922 matched (3)
## 434 3613.5 matched (3)
## 435 5832.700195 matched (3)
## 436 3657.300049 matched (3)
## 437 7954.080078 matched (3)
## 438 2032.320068 matched (3)
## 439 5358.199707 matched (3)
## 440 2143.280029 matched (3)
## 441 2613.399902 matched (3)
## 442 1454.159912 matched (3)
## 443 2971.100098 matched (3)
## 444 7501.480469 matched (3)
## 445 5314.399902 matched (3)
## 446 6438.600098 matched (3)
## 447 9490 matched (3)
## 448 9802.44043 matched (3)
## 449 4077.779785 matched (3)
## 450 2830.939941 matched (3)
## 451 3010.520264 matched (3)
## 452 3749.280029 matched (3)
## 453 3927.399902 matched (3)
## 454 7904.439941 matched (3)
## 455 3122.939941 matched (3)
## 456 8503.040039 matched (3)
## 457 5161.099609 matched (3)
## 458 5310.02002 matched (3)
## 459 8006.640625 matched (3)
## 460 5053.060059 matched (3)
## 461 7808.080078 matched (3)
## 462 19149.11719 matched (3)
## 463 7460.600098 matched (3)
## 464 5167.994629 matched (3)
## 465 8921.411133 matched (3)
## 466 11121.55078 matched (3)
## 467 13035.36719 matched (3)
## 468 7647.966797 matched (3)
## 469 5582.066406 matched (3)
## 470 5276.683105 matched (3)
## 471 10765.06641 matched (3)
## 472 8629.816406 matched (3)
## 473 9511.899414 matched (3)
## 474 4680.313477 matched (3)
## 475 5102.699707 matched (3)
## 476 8210.066406 matched (3)
## 477 3109.800049 matched (3)
## 478 766.5 matched (3)
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## [ reached 'max' / getOption("max.print") -- omitted 10561 rows ]
Inspecting data: GHA_BASICINFO
let’s look at the datasets:
GHA_BASICINFO
## # A tibble: 14,009 × 15 ## country region hid clust nh loc2 loc5 loc7 survemo surveyr ## <chr> <dbl+lbl> <chr> <dbl> <dbl> <dbl+l> <dbl+l> <dbl+l> <dbl> <dbl> ## 1 Ghana 1 [Western] 7000… 70001 1 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 2 Ghana 1 [Western] 7000… 70001 2 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 3 Ghana 1 [Western] 7000… 70001 3 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 4 Ghana 1 [Western] 7000… 70001 4 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 5 Ghana 1 [Western] 7000… 70001 5 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 6 Ghana 1 [Western] 7000… 70001 6 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 7 Ghana 1 [Western] 7000… 70001 7 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 8 Ghana 1 [Western] 7000… 70001 8 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 9 Ghana 1 [Western] 7000… 70001 9 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## 10 Ghana 1 [Western] 7000… 70001 10 1 [Urb… 2 [Oth… 2 [Urb… 10 2016 ## # … with 13,999 more rows, and 5 more variables: eqsc <dbl>, hhsize <dbl>, ## # WTA_S <dbl>, WTA_S_HHSIZE <dbl>, rururb <dbl+lbl>
Inspecting data: GHA_BASICINFO
let’s look at the datasets:
GHA_EXPFOOD
## # A tibble: 14,009 × 28 ## hid FD_P FD_P_…¹ FD_P_…² FD_P_…³ FD_P_…⁴ FD_P_…⁵ FD_P_…⁶ FDNON…⁷ FD_B ## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> ## 1 70001/01 0 0 0 0 0 0 0 0 4119. ## 2 70001/02 0 0 0 0 0 0 0 0 8459. ## 3 70001/03 0 0 0 0 0 0 0 0 5446. ## 4 70001/04 0 0 0 0 0 0 0 0 3319. ## 5 70001/05 0 0 0 0 0 0 0 0 5100. ## 6 70001/06 0 0 0 0 0 0 0 0 2773. ## 7 70001/07 0 0 0 0 0 0 0 0 5341. ## 8 70001/08 0 0 0 0 0 0 0 0 1308. ## 9 70001/09 0 0 0 0 0 0 0 0 14031. ## 10 70001/10 0 0 0 0 0 0 0 0 615. ## # … with 13,999 more rows, 18 more variables: FDNONALC_B <dbl>, ## # HOTCAT_RS <dbl>, country <chr>, region <dbl+lbl>, clust <dbl>, nh <dbl>, ## # loc2 <dbl+lbl>, loc5 <dbl+lbl>, loc7 <dbl+lbl>, survemo <dbl>, ## # surveyr <dbl>, eqsc <dbl>, hhsize <dbl>, WTA_S <dbl>, WTA_S_HHSIZE <dbl>, ## # rururb <dbl+lbl>, FDRECALL <dbl>, TOTFOOD <dbl>, and abbreviated variable ## # names ¹FD_P_CER, ²FD_P_MEAT, ³FD_P_VEG, ⁴FD_P_FRUIT, ⁵FD_P_PULS, ## # ⁶FD_P_STAR, ⁷FDNONALC_P
Grouping and aggregating
Aggregating using dplyr
Grouping by region:
group_by(glss7, Geographical.code) %>% summarise(mean = mean(as.numeric(Total.food.expenditure..sum.of.variables.prefixed.fd), na.rm = T))
## # A tibble: 10 × 2 ## Geographical.code mean ## <chr> <dbl> ## 1 Ashanti 5363. ## 2 Brong Ahafo 4837. ## 3 Central 5843. ## 4 Eastern 5158. ## 5 Greater Accra 7567. ## 6 Northern 4654. ## 7 Upper East 3358. ## 8 Upper West 2502. ## 9 Volta 4328. ## 10 Western 5064.
Grouping by 2 variables
Grouping by region and number of residents in the households:
hh_food.exp_region <-
group_by(glss7, Geographical.code, Total.number.of.residents.excluding.household.help) %>%
summarise(mean =
mean(as.numeric(Total.food.expenditure..sum.of.variables.prefixed.fd), na.rm = T))
Inspecting the regions: Ashanti
hh_food.exp_region %>% filter(Geographical.code == "Ashanti")
## # A tibble: 13 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Ashanti 1 3948. ## 2 Ashanti 2 4655. ## 3 Ashanti 3 5049. ## 4 Ashanti 4 6048. ## 5 Ashanti 5 6681. ## 6 Ashanti 6 7122. ## 7 Ashanti 7 7636. ## 8 Ashanti 8 7573. ## 9 Ashanti 9 8256. ## 10 Ashanti 10 6875. ## 11 Ashanti 11 9777. ## 12 Ashanti 12 10038. ## 13 Ashanti 13 7875.
Inspecting the regions: Brong Ahafo
hh_food.exp_region %>% filter(Geographical.code == "Brong Ahafo")
## # A tibble: 16 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Brong Ahafo 1 3066. ## 2 Brong Ahafo 2 3642. ## 3 Brong Ahafo 3 4795. ## 4 Brong Ahafo 4 5205. ## 5 Brong Ahafo 5 5465. ## 6 Brong Ahafo 6 5483. ## 7 Brong Ahafo 7 6111. ## 8 Brong Ahafo 8 6910. ## 9 Brong Ahafo 9 6668. ## 10 Brong Ahafo 10 8670. ## 11 Brong Ahafo 11 8625. ## 12 Brong Ahafo 12 7647. ## 13 Brong Ahafo 13 8680. ## 14 Brong Ahafo 14 8016. ## 15 Brong Ahafo 15 20455. ## 16 Brong Ahafo 16 6150.
Inspecting the regions: Central
hh_food.exp_region %>% filter(Geographical.code == "Central")
## # A tibble: 16 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Central 1 3677. ## 2 Central 2 4963. ## 3 Central 3 5675. ## 4 Central 4 5838. ## 5 Central 5 6710. ## 6 Central 6 7331. ## 7 Central 7 7702. ## 8 Central 8 8394. ## 9 Central 9 8320. ## 10 Central 10 9871. ## 11 Central 11 6745. ## 12 Central 12 9015. ## 13 Central 13 13892. ## 14 Central 14 12337 ## 15 Central 15 9078. ## 16 Central 17 11934.
Inspecting the regions: Eastern
hh_food.exp_region %>% filter(Geographical.code == "Eastern")
## # A tibble: 14 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Eastern 1 3077. ## 2 Eastern 2 4349. ## 3 Eastern 3 5384. ## 4 Eastern 4 5712. ## 5 Eastern 5 6203. ## 6 Eastern 6 6351. ## 7 Eastern 7 7589. ## 8 Eastern 8 7260. ## 9 Eastern 9 7266. ## 10 Eastern 10 8381. ## 11 Eastern 11 10952. ## 12 Eastern 12 13756. ## 13 Eastern 14 13023. ## 14 Eastern 15 12089.
Inspecting the regions: Greater Accra
hh_food.exp_region %>% filter(Geographical.code == "Greater Accra")
## # A tibble: 13 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Greater Accra 1 4668. ## 2 Greater Accra 2 6459. ## 3 Greater Accra 3 7487. ## 4 Greater Accra 4 8602. ## 5 Greater Accra 5 9167. ## 6 Greater Accra 6 10547. ## 7 Greater Accra 7 10137. ## 8 Greater Accra 8 11188. ## 9 Greater Accra 9 15471. ## 10 Greater Accra 10 18582. ## 11 Greater Accra 11 4234 ## 12 Greater Accra 12 11933. ## 13 Greater Accra 19 11668.
Inspecting the regions: Northern
hh_food.exp_region %>% filter(Geographical.code == "Northern")
## # A tibble: 26 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Northern 1 2331. ## 2 Northern 2 3316. ## 3 Northern 3 3927. ## 4 Northern 4 4243. ## 5 Northern 5 4184. ## 6 Northern 6 4258. ## 7 Northern 7 5495. ## 8 Northern 8 6403. ## 9 Northern 9 5204. ## 10 Northern 10 6322. ## # … with 16 more rows
Inspecting the regions: Upper East
hh_food.exp_region %>% filter(Geographical.code == "Upper East")
## # A tibble: 19 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Upper East 1 1612. ## 2 Upper East 2 2338. ## 3 Upper East 3 2446. ## 4 Upper East 4 2903. ## 5 Upper East 5 2980. ## 6 Upper East 6 3691. ## 7 Upper East 7 4033. ## 8 Upper East 8 5056. ## 9 Upper East 9 4303. ## 10 Upper East 10 4236. ## 11 Upper East 11 8626. ## 12 Upper East 12 7455. ## 13 Upper East 13 8025. ## 14 Upper East 14 9926. ## 15 Upper East 15 7290. ## 16 Upper East 16 4475. ## 17 Upper East 17 9754. ## 18 Upper East 19 4107. ## 19 Upper East 25 5976.
Inspecting the regions: Upper West
hh_food.exp_region %>% filter(Geographical.code == "Upper West")
## # A tibble: 20 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Upper West 1 1571. ## 2 Upper West 2 2129. ## 3 Upper West 3 2189. ## 4 Upper West 4 2384. ## 5 Upper West 5 2655. ## 6 Upper West 6 2674. ## 7 Upper West 7 2752. ## 8 Upper West 8 2789. ## 9 Upper West 9 3909. ## 10 Upper West 10 3191. ## 11 Upper West 11 3878. ## 12 Upper West 12 3009. ## 13 Upper West 13 4401. ## 14 Upper West 14 4604. ## 15 Upper West 15 2135. ## 16 Upper West 16 3546. ## 17 Upper West 17 4072. ## 18 Upper West 18 3824. ## 19 Upper West 20 2117 ## 20 Upper West 21 15280.
Inspecting the regions: Volta
hh_food.exp_region %>% filter(Geographical.code == "Volta")
## # A tibble: 19 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Volta 1 2638. ## 2 Volta 2 3247. ## 3 Volta 3 3932. ## 4 Volta 4 4123. ## 5 Volta 5 5204. ## 6 Volta 6 4848. ## 7 Volta 7 6176. ## 8 Volta 8 5372. ## 9 Volta 9 7784. ## 10 Volta 10 5547. ## 11 Volta 11 8150. ## 12 Volta 12 5894. ## 13 Volta 13 8994. ## 14 Volta 14 13296. ## 15 Volta 15 11953. ## 16 Volta 18 7664. ## 17 Volta 19 6689. ## 18 Volta 22 3059. ## 19 Volta 24 21728.
Inspecting the regions: Western
hh_food.exp_region %>% filter(Geographical.code == "Western")
## # A tibble: 17 × 3 ## # Groups: Geographical.code [1] ## Geographical.code Total.number.of.residents.excluding.household.help mean ## <chr> <int> <dbl> ## 1 Western 1 3258. ## 2 Western 2 4375. ## 3 Western 3 4492. ## 4 Western 4 5229. ## 5 Western 5 5820. ## 6 Western 6 6200. ## 7 Western 7 6395. ## 8 Western 8 7076. ## 9 Western 9 8789. ## 10 Western 10 8866. ## 11 Western 11 12876. ## 12 Western 12 8966. ## 13 Western 13 14178. ## 14 Western 14 11616. ## 15 Western 15 8055. ## 16 Western 16 9185. ## 17 Western 18 10040.
Note about mean()
If we try to take the mean of one number, we get that number instead of an error message. For the large households, this could explain why there is so much variation in the expenditure per person.
mean(4)
## [1] 4
Summarise
Summarise can be used to do calculations on columns, too:
glss7 %>% filter(Geographical.code == "Greater Accra") %>%
summarise(count = n(),
max.exp =
max(Total.food.expenditure..sum.of.variables.prefixed.fd, na.rm = T),
min.exp =
min(Total.food.expenditure..sum.of.variables.prefixed.fd, na.rm = T),
total.exp =
sum(as.numeric(Total.food.expenditure..sum.of.variables.prefixed.fd, na.rm = T)))
## count max.exp min.exp total.exp ## 1 1398 9993.700195 0 10579011
Mutate
mutate() adds new variables and preserves existing ones. New variables overwrite existing variables of the same name. Variables can be removed by setting their value to NULL.
mutate(
.data,
...,
.keep = c("all", "used", "unused", "none"))
In this way, mutate() can be used to rename variables:
new_var_name = old_var_name, .keep = "none"
NB: .keep = "none" does not delete all variables, just the variables that are not specified in the the .data statements.
Mutate example 1
group_by(glss7, Geographical.code) %>% mutate(
hh.mean = mean(Total.number.of.residents.excluding.household.help, na.rm = T),
adult.equiv.mean = mean(as.numeric(Adult.equivalent.scale, na.rm = T)),
.keep = "all") %>% ncol()
## [1] 31
ncol(glss7)
## [1] 29
Mutate example 2
group_by(glss7, Geographical.code) %>% mutate(
hh.mean = mean(Total.number.of.residents.excluding.household.help, na.rm = T),
adult.equiv.mean = mean(as.numeric(Adult.equivalent.scale, na.rm = T)),
.keep = "none") %>% unique()
## # A tibble: 10 × 3 ## # Groups: Geographical.code [10] ## Geographical.code hh.mean adult.equiv.mean ## <chr> <dbl> <dbl> ## 1 Western 3.85 2.96 ## 2 Central 3.93 2.98 ## 3 Greater Accra 3.37 2.60 ## 4 Volta 4.16 3.13 ## 5 Upper East 5.16 3.92 ## 6 Eastern 3.57 2.71 ## 7 Ashanti 3.25 2.49 ## 8 Brong Ahafo 3.93 2.98 ## 9 Northern 6.06 4.52 ## 10 Upper West 4.93 3.77
Joins
Two simple sample datasets
df1 = data.frame(CustomerId = c(1:6), Product = c(rep("Toaster", 3), rep("Radio", 3)))
df2 = data.frame(CustomerId = c(2, 4, 6, 6, 7),
Product = c("Toaster", "Radio", "Radio", "TV", "TV"),
State = c(rep("Alabama", 2), rep("Ohio", 3)))
df1
## CustomerId Product ## 1 1 Toaster ## 2 2 Toaster ## 3 3 Toaster ## 4 4 Radio ## 5 5 Radio ## 6 6 Radio
df2
## CustomerId Product State ## 1 2 Toaster Alabama ## 2 4 Radio Alabama ## 3 6 Radio Ohio ## 4 6 TV Ohio ## 5 7 TV Ohio
Inner join
Return only the rows in which the left table have matching keys in the right table.
merge(df1, df2, by = "CustomerId")
## CustomerId Product.x Product.y State ## 1 2 Toaster Toaster Alabama ## 2 4 Radio Radio Alabama ## 3 6 Radio Radio Ohio ## 4 6 Radio TV Ohio
Outer join
Returns all rows from both tables, join records from the left which have matching keys in the right table.
merge(df1, df2, by = "CustomerId", all = TRUE)
## CustomerId Product.x Product.y State ## 1 1 Toaster <NA> <NA> ## 2 2 Toaster Toaster Alabama ## 3 3 Toaster <NA> <NA> ## 4 4 Radio Radio Alabama ## 5 5 Radio <NA> <NA> ## 6 6 Radio Radio Ohio ## 7 6 Radio TV Ohio ## 8 7 <NA> TV Ohio
Left outer join
Return all rows from the left table, and any rows with matching keys from the right table.
merge(x = df1, y = df2, by = "CustomerId", all.x = TRUE)
## CustomerId Product.x Product.y State ## 1 1 Toaster <NA> <NA> ## 2 2 Toaster Toaster Alabama ## 3 3 Toaster <NA> <NA> ## 4 4 Radio Radio Alabama ## 5 5 Radio <NA> <NA> ## 6 6 Radio Radio Ohio ## 7 6 Radio TV Ohio
Right outer join
Return all rows from the right table, and any rows with matching keys from the left table.
merge(x = df1, y = df2, by = "CustomerId", all.y = TRUE)
## CustomerId Product.x Product.y State ## 1 2 Toaster Toaster Alabama ## 2 4 Radio Radio Alabama ## 3 6 Radio Radio Ohio ## 4 6 Radio TV Ohio ## 5 7 <NA> TV Ohio
Cross join
Joins all records of the rights table with all records of the left table.
merge(df1, df2, by = NULL)
## CustomerId.x Product.x CustomerId.y Product.y State ## 1 1 Toaster 2 Toaster Alabama ## 2 2 Toaster 2 Toaster Alabama ## 3 3 Toaster 2 Toaster Alabama ## 4 4 Radio 2 Toaster Alabama ## 5 5 Radio 2 Toaster Alabama ## 6 6 Radio 2 Toaster Alabama ## 7 1 Toaster 4 Radio Alabama ## 8 2 Toaster 4 Radio Alabama ## 9 3 Toaster 4 Radio Alabama ## 10 4 Radio 4 Radio Alabama ## 11 5 Radio 4 Radio Alabama ## 12 6 Radio 4 Radio Alabama ## 13 1 Toaster 6 Radio Ohio ## 14 2 Toaster 6 Radio Ohio ## 15 3 Toaster 6 Radio Ohio ## 16 4 Radio 6 Radio Ohio ## 17 5 Radio 6 Radio Ohio ## 18 6 Radio 6 Radio Ohio ## 19 1 Toaster 6 TV Ohio ## 20 2 Toaster 6 TV Ohio ## 21 3 Toaster 6 TV Ohio ## 22 4 Radio 6 TV Ohio ## 23 5 Radio 6 TV Ohio ## 24 6 Radio 6 TV Ohio ## 25 1 Toaster 7 TV Ohio ## 26 2 Toaster 7 TV Ohio ## 27 3 Toaster 7 TV Ohio ## 28 4 Radio 7 TV Ohio ## 29 5 Radio 7 TV Ohio ## 30 6 Radio 7 TV Ohio
Joining on multiple columns
You can merge on multiple columns by giving by a vector.
merge(df1, df2, by = c("CustomerId", "Product"))
## CustomerId Product State ## 1 2 Toaster Alabama ## 2 4 Radio Alabama ## 3 6 Radio Ohio
Joining on columns with different names (Part 1)
If we add the column Statename to df1:
df1 <- df1 %>%
mutate(CustomerId, Product,
Statename = c(rep("Alabama", 2), rep("Ohio", 3), "New York"),
.keep = "all")
df1
## CustomerId Product Statename ## 1 1 Toaster Alabama ## 2 2 Toaster Alabama ## 3 3 Toaster Ohio ## 4 4 Radio Ohio ## 5 5 Radio Ohio ## 6 6 Radio New York
Joining on columns with different names (Part 2)
We can still join df1 and df2 on State and Statename:
merge(x = df1, y = df2, by.x = "Statename", by.y = "State")
## Statename CustomerId.x Product.x CustomerId.y Product.y ## 1 Alabama 1 Toaster 2 Toaster ## 2 Alabama 1 Toaster 4 Radio ## 3 Alabama 2 Toaster 2 Toaster ## 4 Alabama 2 Toaster 4 Radio ## 5 Ohio 3 Toaster 6 Radio ## 6 Ohio 3 Toaster 6 TV ## 7 Ohio 3 Toaster 7 TV ## 8 Ohio 4 Radio 6 Radio ## 9 Ohio 4 Radio 6 TV ## 10 Ohio 4 Radio 7 TV ## 11 Ohio 5 Radio 6 Radio ## 12 Ohio 5 Radio 6 TV ## 13 Ohio 5 Radio 7 TV
Inner join with GSS data
Return only the rows in which the left table have matching keys in the right table.
merge(GHA_BASICINFO, GHA_EXPFOOD, by = "hid")
## hid country.x region.x clust.x nh.x loc2.x loc5.x loc7.x survemo.x
## 1 70001/01 Ghana 1 70001 1 1 2 2 10
## 2 70001/02 Ghana 1 70001 2 1 2 2 10
## 3 70001/03 Ghana 1 70001 3 1 2 2 10
## 4 70001/04 Ghana 1 70001 4 1 2 2 10
## 5 70001/05 Ghana 1 70001 5 1 2 2 10
## 6 70001/06 Ghana 1 70001 6 1 2 2 10
## 7 70001/07 Ghana 1 70001 7 1 2 2 10
## 8 70001/08 Ghana 1 70001 8 1 2 2 10
## 9 70001/09 Ghana 1 70001 9 1 2 2 10
## 10 70001/10 Ghana 1 70001 10 1 2 2 10
## 11 70001/11 Ghana 1 70001 11 1 2 2 10
## 12 70001/12 Ghana 1 70001 12 1 2 2 10
## 13 70001/14 Ghana 1 70001 14 1 2 2 10
## 14 70001/15 Ghana 1 70001 15 1 2 2 10
## 15 70002/01 Ghana 1 70002 1 1 2 2 10
## 16 70002/02 Ghana 1 70002 2 1 2 2 10
## 17 70002/03 Ghana 1 70002 3 1 2 2 10
## 18 70002/04 Ghana 1 70002 4 1 2 2 10
## 19 70002/05 Ghana 1 70002 5 1 2 2 10
## 20 70002/06 Ghana 1 70002 6 1 2 2 10
## 21 70002/07 Ghana 1 70002 7 1 2 2 10
## 22 70002/08 Ghana 1 70002 8 1 2 2 10
## 23 70002/09 Ghana 1 70002 9 1 2 2 10
## 24 70002/10 Ghana 1 70002 10 1 2 2 10
## 25 70002/11 Ghana 1 70002 11 1 2 2 10
## 26 70002/13 Ghana 1 70002 13 1 2 2 10
## 27 70002/14 Ghana 1 70002 14 1 2 2 10
## 28 70002/15 Ghana 1 70002 15 1 2 2 10
## 29 70003/01 Ghana 1 70003 1 1 2 2 11
## 30 70003/03 Ghana 1 70003 3 1 2 2 11
## 31 70003/04 Ghana 1 70003 4 1 2 2 11
## 32 70003/05 Ghana 1 70003 5 1 2 2 12
## 33 70003/06 Ghana 1 70003 6 1 2 2 12
## 34 70003/07 Ghana 1 70003 7 1 2 2 12
## 35 70003/09 Ghana 1 70003 9 1 2 2 11
## 36 70003/10 Ghana 1 70003 10 1 2 2 12
## 37 70003/11 Ghana 1 70003 11 1 2 2 11
## 38 70003/12 Ghana 1 70003 12 1 2 2 12
## 39 70003/13 Ghana 1 70003 13 1 2 2 11
## 40 70003/14 Ghana 1 70003 14 1 2 2 12
## 41 70004/01 Ghana 1 70004 1 1 2 2 1
## 42 70004/02 Ghana 1 70004 2 1 2 2 1
## 43 70004/03 Ghana 1 70004 3 1 2 2 1
## 44 70004/05 Ghana 1 70004 5 1 2 2 1
## 45 70004/06 Ghana 1 70004 6 1 2 2 1
## 46 70004/07 Ghana 1 70004 7 1 2 2 1
## 47 70004/08 Ghana 1 70004 8 1 2 2 1
## 48 70004/09 Ghana 1 70004 9 1 2 2 1
## 49 70004/10 Ghana 1 70004 10 1 2 2 1
## 50 70004/11 Ghana 1 70004 11 1 2 2 1
## 51 70004/12 Ghana 1 70004 12 1 2 2 1
## 52 70004/14 Ghana 1 70004 14 1 2 2 1
## 53 70004/15 Ghana 1 70004 15 1 2 2 1
## 54 70005/01 Ghana 1 70005 1 1 2 2 2
## 55 70005/02 Ghana 1 70005 2 1 2 2 2
## 56 70005/03 Ghana 1 70005 3 1 2 2 2
## 57 70005/04 Ghana 1 70005 4 1 2 2 2
## 58 70005/05 Ghana 1 70005 5 1 2 2 2
## 59 70005/06 Ghana 1 70005 6 1 2 2 2
## 60 70005/07 Ghana 1 70005 7 1 2 2 2
## 61 70005/08 Ghana 1 70005 8 1 2 2 2
## 62 70005/09 Ghana 1 70005 9 1 2 2 2
## 63 70005/10 Ghana 1 70005 10 1 2 2 2
## 64 70005/11 Ghana 1 70005 11 1 2 2 2
## 65 70005/12 Ghana 1 70005 12 1 2 2 2
## 66 70005/13 Ghana 1 70005 13 1 2 2 2
## 67 70005/14 Ghana 1 70005 14 1 2 2 2
## 68 70005/15 Ghana 1 70005 15 1 2 2 2
## 69 70006/01 Ghana 1 70006 1 1 2 2 3
## 70 70006/02 Ghana 1 70006 2 1 2 2 3
## 71 70006/03 Ghana 1 70006 3 1 2 2 3
## 72 70006/04 Ghana 1 70006 4 1 2 2 3
## 73 70006/05 Ghana 1 70006 5 1 2 2 3
## 74 70006/06 Ghana 1 70006 6 1 2 2 3
## 75 70006/07 Ghana 1 70006 7 1 2 2 3
## 76 70006/08 Ghana 1 70006 8 1 2 2 3
## 77 70006/09 Ghana 1 70006 9 1 2 2 3
## 78 70006/10 Ghana 1 70006 10 1 2 2 3
## 79 70006/12 Ghana 1 70006 12 1 2 2 3
## 80 70006/13 Ghana 1 70006 13 1 2 2 3
## 81 70006/14 Ghana 1 70006 14 1 2 2 3
## 82 70006/15 Ghana 1 70006 15 1 2 2 3
## 83 70007/01 Ghana 1 70007 1 1 2 2 5
## 84 70007/02 Ghana 1 70007 2 1 2 2 5
## 85 70007/03 Ghana 1 70007 3 1 2 2 5
## 86 70007/04 Ghana 1 70007 4 1 2 2 5
## 87 70007/05 Ghana 1 70007 5 1 2 2 6
## 88 70007/06 Ghana 1 70007 6 1 2 2 5
## 89 70007/07 Ghana 1 70007 7 1 2 2 5
## 90 70007/08 Ghana 1 70007 8 1 2 2 5
## 91 70007/10 Ghana 1 70007 10 1 2 2 5
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## surveyr.x eqsc.x hhsize.x WTA_S.x WTA_S_HHSIZE.x rururb.x FD_P
## 1 2016 0.76 1 482.56895 482.56894 2 0.00000
## 2 2016 5.59 7 482.56895 3377.98267 2 0.00000
## 3 2016 1.00 1 482.56895 482.56894 2 0.00000
## 4 2016 2.76 3 482.56895 1447.70691 2 0.00000
## 5 2016 6.71 9 482.56895 4343.12061 2 0.00000
## 6 2016 1.52 2 482.56895 965.13788 2 0.00000
## 7 2016 8.38 10 482.56895 4825.68945 2 0.00000
## 8 2016 1.45 2 482.56895 965.13788 2 0.00000
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## 1769 2017 3.54 6 329.99110 1979.94653 2 0.00000
## 1770 2017 2.21 3 329.99110 989.97327 2 0.00000
## 1771 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1772 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1773 2017 4.41 5 329.99110 1649.95544 2 0.00000
## 1774 2017 2.21 3 329.99110 989.97327 2 0.00000
## 1775 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1776 2017 1.00 1 391.04631 391.04633 2 0.00000
## 1777 2017 0.76 1 391.04631 391.04633 2 0.00000
## 1778 2017 0.76 1 391.04631 391.04633 2 0.00000
## 1779 2017 1.00 1 391.04631 391.04633 2 0.00000
## 1780 2017 3.59 5 391.04631 1955.23157 2 0.00000
## 1781 2017 2.52 3 391.04631 1173.13892 2 0.00000
## 1782 2017 0.79 1 391.04631 391.04633 2 569.40002
## 1783 2017 4.20 7 391.04631 2737.32422 2 0.00000
## 1784 2017 2.90 4 391.04631 1564.18530 2 0.00000
## 1785 2017 1.00 1 391.04631 391.04633 2 0.00000
## 1786 2017 1.32 2 391.04631 782.09265 2 0.00000
## 1787 2017 1.45 2 391.04631 782.09265 2 0.00000
## 1788 2017 2.24 3 391.04631 1173.13892 2 0.00000
## 1789 2017 2.21 3 391.04631 1173.13892 2 0.00000
## 1790 2017 10.03 11 187.09152 2058.00684 2 0.00000
## 1791 2017 1.00 1 187.09152 187.09152 2 0.00000
## 1792 2017 5.45 7 187.09152 1309.64062 2 0.00000
## 1793 2017 2.21 3 187.09152 561.27454 2 0.00000
## 1794 2017 4.52 6 187.09152 1122.54907 2 0.00000
## 1795 2017 5.08 6 187.09152 1122.54907 2 0.00000
## 1796 2017 5.91 8 187.09152 1496.73218 2 0.00000
## 1797 2017 2.55 3 187.09152 561.27454 2 0.00000
## 1798 2017 3.10 4 187.09152 748.36609 2 0.00000
## 1799 2017 4.41 6 187.09152 1122.54907 2 0.00000
## 1800 2017 2.31 3 187.09152 561.27454 2 447.73334
## 1801 2017 1.00 1 187.09152 187.09152 2 0.00000
## 1802 2017 4.84 7 187.09152 1309.64062 2 0.00000
## 1803 2017 5.17 6 187.09152 1122.54907 2 0.00000
## 1804 2016 0.66 1 287.99223 287.99222 2 0.00000
## 1805 2016 1.00 1 287.99223 287.99222 2 0.00000
## 1806 2016 8.69 11 287.99223 3167.91455 2 832.20001
## 1807 2016 0.79 1 287.99223 287.99222 2 0.00000
## 1808 2016 2.08 3 287.99223 863.97668 2 127.14166
## 1809 2016 3.93 5 287.99223 1439.96118 2 416.10001
## 1810 2016 3.34 4 287.99223 1151.96887 2 569.40002
## 1811 2016 1.45 2 287.99223 575.98444 2 0.00000
## 1812 2016 3.42 5 287.99223 1439.96118 2 0.00000
## 1813 2016 0.79 1 287.99223 287.99222 2 0.00000
## 1814 2016 3.59 5 287.99223 1439.96118 2 0.00000
## 1815 2016 0.66 1 287.99223 287.99222 2 0.00000
## 1816 2016 0.66 1 287.99223 287.99222 2 379.60001
## 1817 2016 2.42 4 287.99223 1151.96887 2 0.00000
## 1818 2016 2.31 3 417.00786 1251.02356 2 413.66666
## 1819 2016 2.94 4 417.00786 1668.03137 2 0.00000
## 1820 2016 1.45 2 417.00786 834.01569 2 54.75000
## 1821 2016 1.00 1 417.00786 417.00784 2 0.00000
## 1822 2016 1.42 2 417.00786 834.01569 2 0.00000
## 1823 2016 0.66 1 417.00786 417.00784 2 0.00000
## 1824 2016 0.66 1 417.00786 417.00784 2 0.00000
## 1825 2016 2.45 3 417.00786 1251.02356 2 0.00000
## 1826 2016 1.42 2 417.00786 834.01569 2 0.00000
## 1827 2016 5.42 7 417.00786 2919.05493 2 0.00000
## 1828 2016 0.66 1 417.00786 417.00784 2 0.00000
## 1829 2016 3.52 5 417.00786 2085.03931 2 0.00000
## 1830 2016 5.24 7 417.00786 2919.05493 2 0.00000
## 1831 2016 1.00 1 417.00786 417.00784 2 0.00000
## 1832 2016 5.62 8 417.00786 3336.06274 2 317.55000
## 1833 2016 0.66 1 397.54222 397.54221 2 0.00000
## 1834 2016 0.76 1 397.54222 397.54221 2 0.00000
## 1835 2016 5.35 7 397.54222 2782.79541 2 0.00000
## 1836 2016 6.37 9 397.54222 3577.87988 2 2701.00000
## 1837 2016 2.97 4 397.54222 1590.16882 2 0.00000
## 1838 2016 3.93 5 397.54222 1987.71106 2 3504.00000
## 1839 2016 3.21 4 397.54222 1590.16882 2 0.00000
## 1840 2016 0.66 1 397.54222 397.54221 2 0.00000
## 1841 2016 2.47 4 397.54222 1590.16882 2 0.00000
## 1842 2016 5.33 8 397.54222 3180.33765 2 0.00000
## 1843 2016 1.69 2 397.54222 795.08441 2 0.00000
## 1844 2016 4.07 5 397.54222 1987.71106 2 0.00000
## 1845 2016 1.00 1 397.54222 397.54221 2 0.00000
## 1846 2016 2.90 4 397.54222 1590.16882 2 0.00000
## 1847 2016 2.37 4 397.54222 1590.16882 2 0.00000
## 1848 2017 1.00 1 496.31406 496.31406 2 0.00000
## 1849 2017 2.76 3 496.31406 1488.94214 2 0.00000
## 1850 2017 0.76 1 496.31406 496.31406 2 0.00000
## 1851 2017 3.94 5 496.31406 2481.57031 2 0.00000
## 1852 2017 3.55 4 496.31406 1985.25623 2 0.00000
## 1853 2017 4.85 7 496.31406 3474.19849 2 0.00000
## 1854 2017 4.97 7 496.31406 3474.19849 2 0.00000
## 1855 2017 2.31 3 496.31406 1488.94214 2 0.00000
## 1856 2017 1.00 1 496.31406 496.31406 2 0.00000
## 1857 2017 2.38 3 496.31406 1488.94214 2 0.00000
## 1858 2017 2.55 3 496.31406 1488.94214 2 0.00000
## 1859 2017 8.07 10 496.31406 4963.14062 2 0.00000
## 1860 2017 1.45 2 496.31406 992.62811 2 0.00000
## 1861 2017 4.77 7 522.37605 3656.63232 2 186.14999
## 1862 2017 2.21 3 522.37605 1567.12817 2 0.00000
## 1863 2017 4.58 5 522.37605 2611.88013 2 0.00000
## 1864 2017 1.00 1 522.37605 522.37604 2 0.00000
## 1865 2017 9.88 12 522.37605 6268.51270 2 1659.53329
## 1866 2017 4.72 6 522.37605 3134.25635 2 970.89999
## 1867 2017 1.00 1 522.37605 522.37604 2 0.00000
## 1868 2017 3.55 4 522.37605 2089.50415 2 3514.94995
## 1869 2017 2.66 4 522.37605 2089.50415 2 0.00000
## 1870 2017 3.69 5 522.37605 2611.88013 2 0.00000
## 1871 2017 4.24 5 522.37605 2611.88013 2 0.00000
## 1872 2017 2.38 3 522.37605 1567.12817 2 0.00000
## 1873 2017 1.00 1 522.37605 522.37604 2 0.00000
## 1874 2017 1.97 3 593.70072 1781.10217 2 0.00000
## 1875 2017 2.21 3 593.70072 1781.10217 2 0.00000
## 1876 2017 1.55 2 593.70072 1187.40149 2 0.00000
## 1877 2017 1.00 1 593.70072 593.70074 2 0.00000
## 1878 2017 5.59 7 593.70072 4155.90527 2 0.00000
## 1879 2017 3.14 4 593.70072 2374.80298 2 0.00000
## 1880 2017 2.02 3 593.70072 1781.10217 2 0.00000
## 1881 2017 3.07 4 593.70072 2374.80298 2 0.00000
## 1882 2017 1.21 2 593.70072 1187.40149 2 0.00000
## 1883 2017 0.76 1 593.70072 593.70074 2 0.00000
## 1884 2017 2.47 4 593.70072 2374.80298 2 0.00000
## 1885 2017 1.45 2 593.70072 1187.40149 2 0.00000
## 1886 2017 1.00 1 443.77166 443.77167 2 0.00000
## 1887 2017 0.76 1 443.77166 443.77167 2 0.00000
## 1888 2017 4.93 6 443.77166 2662.62988 2 0.00000
## 1889 2017 2.28 3 443.77166 1331.31494 2 0.00000
## 1890 2017 0.76 1 443.77166 443.77167 2 0.00000
## 1891 2017 2.83 4 443.77166 1775.08667 2 0.00000
## 1892 2017 0.66 1 443.77166 443.77167 2 0.00000
## 1893 2017 0.79 1 443.77166 443.77167 2 0.00000
## 1894 2017 2.21 3 443.77166 1331.31494 2 0.00000
## 1895 2017 0.66 1 443.77166 443.77167 2 0.00000
## 1896 2017 4.40 7 443.77166 3106.40161 2 0.00000
## 1897 2017 1.00 1 443.77166 443.77167 2 0.00000
## 1898 2017 2.73 4 443.77166 1775.08667 2 0.00000
## 1899 2017 2.80 4 443.77166 1775.08667 2 0.00000
## 1900 2017 4.27 5 474.31687 2371.58447 2 34.06667
## 1901 2017 3.24 4 474.31687 1897.26746 2 85.16666
## 1902 2017 2.21 3 474.31687 1422.95056 2 0.00000
## 1903 2017 3.21 4 474.31687 1897.26746 2 890.59998
## 1904 2017 1.38 2 474.31687 948.63373 2 0.00000
## 1905 2017 3.11 5 474.31687 2371.58447 2 0.00000
## 1906 2017 0.76 1 474.31687 474.31686 2 0.00000
## 1907 2017 3.83 5 474.31687 2371.58447 2 0.00000
## 1908 2017 4.31 5 474.31687 2371.58447 2 0.00000
## 1909 2017 2.62 3 474.31687 1422.95056 2 0.00000
## 1910 2017 4.35 6 474.31687 2845.90112 2 0.00000
## 1911 2017 6.04 8 474.31687 3794.53491 2 759.19998
## 1912 2017 1.45 2 474.31687 948.63373 2 0.00000
## 1913 2017 4.97 6 474.31687 2845.90112 2 0.00000
## 1914 2017 7.07 9 484.70094 4362.30859 2 0.00000
## 1915 2017 3.83 5 484.70094 2423.50464 2 0.00000
## 1916 2017 1.45 2 484.70094 969.40186 2 0.00000
## 1917 2017 1.66 2 484.70094 969.40186 2 0.00000
## 1918 2017 3.52 5 484.70094 2423.50464 2 0.00000
## 1919 2017 2.52 3 484.70094 1454.10278 2 0.00000
## 1920 2017 0.76 1 484.70094 484.70093 2 0.00000
## 1921 2017 4.83 6 484.70094 2908.20557 2 0.00000
## 1922 2017 4.38 6 484.70094 2908.20557 2 0.00000
## 1923 2017 1.00 1 484.70094 484.70093 2 0.00000
## 1924 2017 3.86 5 484.70094 2423.50464 2 0.00000
## 1925 2017 1.52 2 484.70094 969.40186 2 0.00000
## 1926 2017 0.66 1 484.70094 484.70093 2 0.00000
## 1927 2017 0.76 1 334.50029 334.50031 2 0.00000
## 1928 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1929 2017 3.45 5 334.50029 1672.50146 2 0.00000
## 1930 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1931 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1932 2017 1.55 2 334.50029 669.00061 2 0.00000
## 1933 2017 3.09 5 334.50029 1672.50146 2 0.00000
## 1934 2017 4.86 7 334.50029 2341.50195 2 0.00000
## 1935 2017 2.97 4 334.50029 1338.00122 2 0.00000
## 1936 2017 3.66 5 334.50029 1672.50146 2 0.00000
## 1937 2017 2.28 3 334.50029 1003.50085 2 0.00000
## 1938 2017 2.38 3 334.50029 1003.50085 2 0.00000
## 1939 2017 0.66 1 334.50029 334.50031 2 0.00000
## 1940 2017 3.90 6 334.50029 2007.00171 2 0.00000
## 1941 2017 3.28 4 983.97345 3935.89380 2 0.00000
## 1942 2017 3.07 4 983.97345 3935.89380 2 0.00000
## 1943 2017 3.93 5 983.97345 4919.86719 2 0.00000
## 1944 2017 2.64 4 983.97345 3935.89380 2 0.00000
## 1945 2017 10.60 13 983.97345 12791.65527 2 0.00000
## 1946 2017 0.76 1 983.97345 983.97345 2 0.00000
## 1947 2017 3.42 4 983.97345 3935.89380 2 0.00000
## 1948 2017 5.54 8 983.97345 7871.78760 2 0.00000
## 1949 2017 4.42 6 983.97345 5903.84082 2 0.00000
## 1950 2017 1.76 2 983.97345 1967.94690 2 0.00000
## 1951 2017 2.38 3 983.97345 2951.92041 2 0.00000
## 1952 2017 4.28 6 983.97345 5903.84082 2 0.00000
## 1953 2016 0.66 1 522.23157 522.23157 1 0.00000
## 1954 2016 1.87 3 522.23157 1566.69470 1 0.00000
## 1955 2016 4.52 6 522.23157 3133.38940 1 54.75000
## 1956 2016 5.10 7 522.23157 3655.62109 1 0.00000
## 1957 2016 5.26 7 522.23157 3655.62109 1 0.00000
## 1958 2016 2.68 3 522.23157 1566.69470 1 0.00000
## 1959 2016 1.76 2 522.23157 1044.46313 1 0.00000
## 1960 2016 2.47 4 522.23157 2088.92627 1 0.00000
## 1961 2016 9.42 12 522.23157 6266.77881 1 0.00000
## 1962 2016 3.07 4 522.23157 2088.92627 1 0.00000
## 1963 2016 2.97 4 522.23157 2088.92627 1 0.00000
## 1964 2016 8.70 11 522.23157 5744.54736 1 0.00000
## 1965 2016 0.79 1 522.23157 522.23157 1 0.00000
## 1966 2016 0.76 1 522.23157 522.23157 1 0.00000
## 1967 2016 3.55 4 522.23157 2088.92627 1 0.00000
## 1968 2017 4.21 6 525.07894 3150.47363 1 0.00000
## 1969 2017 4.14 6 525.07894 3150.47363 1 0.00000
## 1970 2017 3.57 5 525.07894 2625.39478 1 0.00000
## 1971 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1972 2017 5.38 7 525.07894 3675.55249 1 0.00000
## 1973 2017 3.59 5 525.07894 2625.39478 1 0.00000
## 1974 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1975 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1976 2017 1.00 1 525.07894 525.07892 1 0.00000
## 1977 2017 0.76 1 525.07894 525.07892 1 0.00000
## 1978 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1979 2017 1.55 2 525.07894 1050.15784 1 0.00000
## 1980 2017 1.76 2 525.07894 1050.15784 1 0.00000
## 1981 2017 2.28 3 478.74492 1436.23474 1 0.00000
## 1982 2017 3.42 5 478.74492 2393.72461 1 0.00000
## 1983 2017 0.76 1 478.74492 478.74493 1 0.00000
## 1984 2017 2.83 4 478.74492 1914.97974 1 0.00000
## 1985 2017 5.03 6 478.74492 2872.46948 1 0.00000
## 1986 2017 6.96 10 478.74492 4787.44922 1 0.00000
## 1987 2017 4.59 6 478.74492 2872.46948 1 0.00000
## 1988 2017 2.47 4 478.74492 1914.97974 1 0.00000
## 1989 2017 4.89 6 478.74492 2872.46948 1 0.00000
## 1990 2017 1.00 1 478.74492 478.74493 1 0.00000
## 1991 2017 0.76 1 478.74492 478.74493 1 0.00000
## 1992 2017 4.47 7 478.74492 3351.21436 1 0.00000
## 1993 2017 5.24 7 478.74492 3351.21436 1 0.00000
## 1994 2017 2.21 3 478.74492 1436.23474 1 0.00000
## 1995 2017 4.73 7 478.74492 3351.21436 1 0.00000
## 1996 2017 4.90 6 405.98733 2435.92407 1 175.20000
## 1997 2017 2.87 4 405.98733 1623.94934 1 0.00000
## 1998 2017 1.45 2 405.98733 811.97467 1 0.00000
## 1999 2017 1.69 2 405.98733 811.97467 1 91.25000
## 2000 2017 7.06 8 405.98733 3247.89868 1 194.66667
## 2001 2017 1.55 2 405.98733 811.97467 1 184.93333
## 2002 2017 2.28 3 405.98733 1217.96204 1 175.20000
## 2003 2017 1.32 2 405.98733 811.97467 1 94.90000
## 2004 2017 2.31 3 405.98733 1217.96204 1 0.00000
## 2005 2017 0.66 1 405.98733 405.98734 1 0.00000
## 2006 2017 3.62 5 405.98733 2029.93665 1 182.50000
## 2007 2017 3.93 5 405.98733 2029.93665 1 164.25000
## 2008 2017 2.38 3 405.98733 1217.96204 1 53.53333
## 2009 2017 2.93 4 405.98733 1623.94934 1 219.00000
## 2010 2017 0.76 1 1040.10088 1040.10083 1 0.00000
## 2011 2017 5.69 7 1040.10088 7280.70605 1 0.00000
## 2012 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2013 2017 5.58 7 1040.10088 7280.70605 1 0.00000
## 2014 2017 2.38 3 1040.10088 3120.30273 1 0.00000
## 2015 2017 2.21 3 1040.10088 3120.30273 1 0.00000
## 2016 2017 1.52 2 1040.10088 2080.20166 1 0.00000
## 2017 2017 4.90 6 1040.10088 6240.60547 1 0.00000
## 2018 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2019 2017 1.38 2 1040.10088 2080.20166 1 0.00000
## 2020 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2021 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2022 2017 2.80 4 1040.10088 4160.40332 1 0.00000
## 2023 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2024 2017 1.78 3 1040.10088 3120.30273 1 0.00000
## 2025 2017 2.31 3 480.90166 1442.70496 1 0.00000
## 2026 2017 0.66 1 480.90166 480.90167 1 0.00000
## 2027 2017 2.02 3 480.90166 1442.70496 1 0.00000
## 2028 2017 4.14 6 480.90166 2885.40991 1 0.00000
## 2029 2017 1.00 1 480.90166 480.90167 1 0.00000
## 2030 2017 1.79 2 480.90166 961.80334 1 0.00000
## 2031 2017 3.99 6 480.90166 2885.40991 1 0.00000
## 2032 2017 1.45 2 480.90166 961.80334 1 0.00000
## 2033 2017 2.00 3 480.90166 1442.70496 1 0.00000
## 2034 2017 1.62 2 480.90166 961.80334 1 0.00000
## 2035 2017 0.76 1 480.90166 480.90167 1 0.00000
## 2036 2017 3.76 5 480.90166 2404.50830 1 0.00000
## 2037 2017 4.52 6 480.90166 2885.40991 1 0.00000
## 2038 2017 1.38 2 480.90166 961.80334 1 0.00000
## 2039 2017 1.00 1 403.59917 403.59918 1 0.00000
## 2040 2017 1.90 3 403.59917 1210.79749 1 0.00000
## 2041 2017 0.66 1 403.59917 403.59918 1 0.00000
## 2042 2017 3.52 5 403.59917 2017.99585 1 0.00000
## 2043 2017 3.07 4 403.59917 1614.39673 1 0.00000
## 2044 2017 1.32 2 403.59917 807.19836 1 0.00000
## 2045 2017 5.10 6 403.59917 2421.59497 1 0.00000
## 2046 2017 0.79 1 403.59917 403.59918 1 0.00000
## 2047 2017 2.21 3 403.59917 1210.79749 1 0.00000
## 2048 2017 4.80 6 403.59917 2421.59497 1 0.00000
## 2049 2017 1.32 2 403.59917 807.19836 1 0.00000
## 2050 2017 0.66 1 403.59917 403.59918 1 0.00000
## 2051 2017 4.72 5 403.59917 2017.99585 1 0.00000
## 2052 2017 1.00 1 403.59917 403.59918 1 0.00000
## 2053 2017 1.00 1 337.67835 337.67834 1 0.00000
## 2054 2017 1.45 2 337.67835 675.35669 1 0.00000
## 2055 2017 1.28 2 337.67835 675.35669 1 0.00000
## 2056 2017 2.63 4 337.67835 1350.71338 1 0.00000
## 2057 2017 4.07 5 337.67835 1688.39172 1 262.79999
## 2058 2017 1.00 1 337.67835 337.67834 1 0.00000
## 2059 2017 5.66 8 337.67835 2701.42676 1 0.00000
## 2060 2017 4.24 6 337.67835 2026.07007 1 0.00000
## 2061 2017 0.66 1 337.67835 337.67834 1 0.00000
## 2062 2017 3.97 6 337.67835 2026.07007 1 0.00000
## 2063 2017 4.69 6 337.67835 2026.07007 1 0.00000
## 2064 2017 3.76 5 337.67835 1688.39172 1 0.00000
## 2065 2017 4.97 6 337.67835 2026.07007 1 0.00000
## 2066 2017 4.38 6 337.67835 2026.07007 1 0.00000
## 2067 2017 2.31 3 337.67835 1013.03503 1 155.73334
## 2068 2017 1.00 1 348.05913 348.05911 1 0.00000
## 2069 2017 1.66 2 348.05913 696.11823 1 0.00000
## 2070 2017 3.56 5 348.05913 1740.29565 1 0.00000
## 2071 2017 1.45 2 348.05913 696.11823 1 0.00000
## 2072 2017 8.76 10 348.05913 3480.59131 1 0.00000
## 2073 2017 7.38 9 348.05913 3132.53223 1 0.00000
## 2074 2017 6.52 8 348.05913 2784.47290 1 0.00000
## 2075 2017 0.79 1 348.05913 348.05911 1 0.00000
## 2076 2017 0.66 1 348.05913 348.05911 1 1810.40002
## 2077 2017 2.21 3 348.05913 1044.17737 1 0.00000
## 2078 2017 2.97 4 348.05913 1392.23645 1 0.00000
## 2079 2017 1.66 2 348.05913 696.11823 1 0.00000
## 2080 2017 1.00 1 348.05913 348.05911 1 0.00000
## 2081 2017 3.90 5 348.05913 1740.29565 1 0.00000
## 2082 2017 9.07 12 348.05913 4176.70947 1 0.00000
## 2083 2017 1.83 3 521.98371 1565.95117 1 0.00000
## 2084 2017 3.11 4 521.98371 2087.93481 1 0.00000
## 2085 2017 5.83 7 521.98371 3653.88599 1 0.00000
## 2086 2017 2.21 3 521.98371 1565.95117 1 0.00000
## 2087 2017 2.97 4 521.98371 2087.93481 1 0.00000
## 2088 2017 2.35 3 521.98371 1565.95117 1 0.00000
## 2089 2017 4.24 6 521.98371 3131.90234 1 0.00000
## 2090 2017 0.79 1 521.98371 521.98370 1 0.00000
## 2091 2017 1.55 2 521.98371 1043.96741 1 0.00000
## 2092 2017 3.42 5 521.98371 2609.91846 1 0.00000
## 2093 2017 2.52 3 521.98371 1565.95117 1 0.00000
## 2094 2017 5.72 7 521.98371 3653.88599 1 0.00000
## 2095 2017 5.65 7 521.98371 3653.88599 1 0.00000
## 2096 2017 3.97 5 521.98371 2609.91846 1 0.00000
## 2097 2017 5.58 7 753.64315 5275.50195 1 0.00000
## 2098 2017 0.79 1 753.64315 753.64313 1 0.00000
## 2099 2017 3.55 4 753.64315 3014.57251 1 0.00000
## 2100 2017 0.76 1 753.64315 753.64313 1 0.00000
## 2101 2017 0.79 1 753.64315 753.64313 1 0.00000
## 2102 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2103 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2104 2017 3.33 5 753.64315 3768.21582 1 0.00000
## 2105 2017 2.79 3 753.64315 2260.92944 1 0.00000
## 2106 2017 3.24 4 753.64315 3014.57251 1 0.00000
## 2107 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2108 2017 1.00 1 753.64315 753.64313 1 0.00000
## 2109 2017 1.00 1 753.64315 753.64313 1 0.00000
## 2110 2017 2.83 4 753.64315 3014.57251 1 0.00000
## 2111 2017 1.66 2 309.32368 618.64734 1 500.04999
## 2112 2017 2.83 4 309.32368 1237.29468 1 705.05833
## 2113 2017 3.09 5 309.32368 1546.61841 1 0.00000
## 2114 2017 3.97 6 309.32368 1855.94214 1 387.50833
## 2115 2017 5.59 7 309.32368 2165.26587 1 2070.76671
## 2116 2017 4.10 5 309.32368 1546.61841 1 991.58333
## 2117 2017 7.07 8 309.32368 2474.58936 1 2856.73334
## 2118 2017 0.66 1 309.32368 309.32367 1 0.00000
## 2119 2017 2.83 4 309.32368 1237.29468 1 504.91666
## 2120 2017 3.00 4 309.32368 1237.29468 1 638.74999
## 2121 2017 2.02 3 309.32368 927.97107 1 0.00000
## 2122 2017 2.21 3 309.32368 927.97107 1 160.60001
## 2123 2017 2.02 3 309.32368 927.97107 1 704.75414
## 2124 2017 2.45 4 309.32368 1237.29468 1 188.58333
## 2125 2017 1.90 3 309.32368 927.97107 1 146.00000
## 2126 2017 1.87 3 393.27460 1179.82385 1 0.00000
## 2127 2017 3.21 4 393.27460 1573.09839 1 605.90002
## 2128 2017 1.62 2 393.27460 786.54919 1 0.00000
## 2129 2017 2.18 3 393.27460 1179.82385 1 0.00000
## 2130 2017 1.66 2 393.27460 786.54919 1 0.00000
## 2131 2017 4.62 6 393.27460 2359.64771 1 0.00000
## 2132 2017 1.42 2 393.27460 786.54919 1 600.42499
## 2133 2017 3.66 5 393.27460 1966.37305 1 0.00000
## 2134 2017 3.92 6 393.27460 2359.64771 1 587.65002
## 2135 2017 3.76 5 393.27460 1966.37305 1 0.00000
## 2136 2017 3.90 5 393.27460 1966.37305 1 772.58334
## 2137 2017 2.11 3 393.27460 1179.82385 1 0.00000
## 2138 2017 3.83 5 276.95260 1384.76294 1 0.00000
## 2139 2017 7.13 8 276.95260 2215.62085 1 0.00000
## 2140 2017 1.79 2 276.95260 553.90521 1 0.00000
## 2141 2017 1.79 2 276.95260 553.90521 1 0.00000
## 2142 2017 2.00 3 276.95260 830.85779 1 0.00000
## 2143 2017 1.45 2 276.95260 553.90521 1 0.00000
## 2144 2017 0.76 1 276.95260 276.95261 1 0.00000
## 2145 2017 0.66 1 276.95260 276.95261 1 0.00000
## 2146 2017 1.00 1 276.95260 276.95261 1 0.00000
## 2147 2017 1.21 2 276.95260 553.90521 1 231.16667
## 2148 2017 1.76 2 276.95260 553.90521 1 0.00000
## 2149 2017 1.42 2 276.95260 553.90521 1 0.00000
## 2150 2017 0.66 1 276.95260 276.95261 1 0.00000
## 2151 2017 1.00 1 276.95260 276.95261 1 0.00000
## 2152 2017 1.66 2 313.48527 626.97052 1 0.00000
## 2153 2017 0.76 1 313.48527 313.48526 1 0.00000
## 2154 2017 1.42 2 313.48527 626.97052 1 0.00000
## 2155 2017 1.00 1 313.48527 313.48526 1 0.00000
## 2156 2017 0.76 1 313.48527 313.48526 1 0.00000
## 2157 2017 4.83 7 313.48527 2194.39697 1 1679.00000
## 2158 2017 3.34 4 313.48527 1253.94104 1 1631.55005
## 2159 2017 4.71 5 313.48527 1567.42627 1 5482.30005
## 2160 2017 2.77 4 313.48527 1253.94104 1 3888.46674
## 2161 2017 2.52 4 313.48527 1253.94104 1 0.00000
## 2162 2017 2.90 4 313.48527 1253.94104 1 2045.21661
## 2163 2017 1.32 2 313.48527 626.97052 1 0.00000
## 2164 2017 1.00 1 313.48527 313.48526 1 0.00000
## 2165 2017 3.28 5 313.48527 1567.42627 1 0.00000
## 2166 2017 0.76 1 313.48527 313.48526 1 1277.25668
## 2167 2017 1.00 1 486.54419 486.54419 1 0.00000
## 2168 2017 4.69 6 486.54419 2919.26514 1 761.63335
## 2169 2017 3.07 4 486.54419 1946.17676 1 788.39999
## 2170 2017 6.91 11 486.54419 5351.98584 1 1934.49997
## 2171 2017 0.66 1 486.54419 486.54419 1 296.86667
## 2172 2017 0.66 1 486.54419 486.54419 1 0.00000
## 2173 2017 2.38 3 486.54419 1459.63257 1 371.08334
## 2174 2017 4.83 6 486.54419 2919.26514 1 1537.86670
## 2175 2017 6.23 9 486.54419 4378.89746 1 1185.03333
## 2176 2017 4.38 6 486.54419 2919.26514 1 0.00000
## 2177 2017 4.45 6 486.54419 2919.26514 1 1125.41669
## 2178 2017 6.35 9 486.54419 4378.89746 1 1730.09998
## 2179 2017 4.10 5 486.54419 2432.72095 1 745.81665
## 2180 2017 2.64 4 486.54419 1946.17676 1 692.28336
## 2181 2017 5.52 8 486.54419 3892.35352 1 1143.66669
## 2182 2016 3.79 5 566.69065 2833.45337 1 0.00000
## 2183 2016 1.00 1 566.69065 566.69067 1 360.13333
## 2184 2016 2.07 3 566.69065 1700.07190 1 0.00000
## 2185 2016 1.88 3 566.69065 1700.07190 1 0.00000
## 2186 2016 1.97 3 566.69065 1700.07190 1 0.00000
## 2187 2016 1.83 3 566.69065 1700.07190 1 0.00000
## 2188 2016 0.66 1 566.69065 566.69067 1 0.00000
## 2189 2016 0.79 1 566.69065 566.69067 1 0.00000
## 2190 2016 0.66 1 566.69065 566.69067 1 0.00000
## 2191 2016 2.66 4 566.69065 2266.76270 1 0.00000
## 2192 2016 1.00 1 566.69065 566.69067 1 0.00000
## 2193 2016 3.42 5 566.69065 2833.45337 1 0.00000
## 2194 2016 1.45 2 566.69065 1133.38135 1 0.00000
## 2195 2016 2.45 3 566.69065 1700.07190 1 0.00000
## 2196 2016 9.23 14 433.87959 6074.31445 1 153.30000
## 2197 2016 6.18 9 433.87959 3904.91626 1 62.05000
## 2198 2016 4.31 5 433.87959 2169.39795 1 1884.61671
## 2199 2016 1.42 2 433.87959 867.75916 1 722.70001
## 2200 2016 4.07 5 433.87959 2169.39795 1 722.69998
## 2201 2016 2.28 3 433.87959 1301.63879 1 749.46667
## 2202 2016 1.00 1 433.87959 433.87958 1 316.33334
## 2203 2016 1.28 2 433.87959 867.75916 1 114.36667
## 2204 2016 2.80 4 433.87959 1735.51831 1 0.00000
## 2205 2016 1.00 1 433.87959 433.87958 1 0.00000
## 2206 2016 1.87 3 433.87959 1301.63879 1 0.00000
## 2207 2016 3.28 4 433.87959 1735.51831 1 41.36666
## 2208 2016 3.00 4 433.87959 1735.51831 1 0.00000
## 2209 2016 0.79 1 433.87959 433.87958 1 0.00000
## 2210 2016 1.45 2 433.87959 867.75916 1 963.60001
## 2211 2016 7.10 9 272.95194 2456.56738 1 1839.59998
## 2212 2016 5.31 6 272.95194 1637.71167 1 2856.73340
## 2213 2016 6.13 9 272.95194 2456.56738 1 1338.33331
## 2214 2016 4.79 6 272.95194 1637.71167 1 1640.06665
## 2215 2016 3.31 4 272.95194 1091.80774 1 1946.66669
## 2216 2016 1.83 3 272.95194 818.85583 1 0.00000
## 2217 2016 4.21 6 272.95194 1637.71167 1 967.25000
## 2218 2016 5.48 7 272.95194 1910.66357 1 2034.26660
## 2219 2016 3.66 4 272.95194 1091.80774 1 1253.16669
## 2220 2016 3.59 5 272.95194 1364.75964 1 1873.66669
## 2221 2016 4.18 6 272.95194 1637.71167 1 693.50000
## 2222 2016 2.90 4 272.95194 1091.80774 1 1396.73334
## 2223 2016 2.97 4 272.95194 1091.80774 1 1581.66663
## 2224 2016 1.76 2 272.95194 545.90387 1 0.00000
## 2225 2016 3.10 4 272.95194 1091.80774 1 0.00000
## 2226 2017 5.15 7 440.98624 3086.90381 1 890.59998
## 2227 2017 0.66 1 440.98624 440.98624 1 0.00000
## 2228 2017 2.18 3 440.98624 1322.95874 1 0.00000
## 2229 2017 4.14 6 440.98624 2645.91748 1 2248.39996
## 2230 2017 0.66 1 440.98624 440.98624 1 626.94835
## 2231 2017 0.66 1 440.98624 440.98624 1 730.00000
## 2232 2017 2.55 3 440.98624 1322.95874 1 1657.10004
## 2233 2017 1.38 2 440.98624 881.97247 1 0.00000
## 2234 2017 3.73 5 440.98624 2204.93115 1 365.00000
## 2235 2017 0.79 1 440.98624 440.98624 1 499.44168
## 2236 2017 2.90 4 440.98624 1763.94495 1 1759.29996
## 2237 2017 4.16 6 440.98624 2645.91748 1 3942.00000
## 2238 2017 2.18 3 440.98624 1322.95874 1 3581.86671
## 2239 2017 0.66 1 440.98624 440.98624 1 0.00000
## 2240 2017 1.76 2 824.80420 1649.60840 1 0.00000
## 2241 2017 3.07 4 824.80420 3299.21680 1 0.00000
## 2242 2017 6.45 9 824.80420 7423.23779 1 0.00000
## 2243 2017 1.69 2 824.80420 1649.60840 1 0.00000
## 2244 2017 3.21 4 824.80420 3299.21680 1 0.00000
## 2245 2017 1.52 2 824.80420 1649.60840 1 0.00000
## 2246 2017 3.47 5 824.80420 4124.02100 1 0.00000
## 2247 2017 4.07 5 824.80420 4124.02100 1 0.00000
## 2248 2017 1.45 2 824.80420 1649.60840 1 0.00000
## 2249 2017 1.76 2 824.80420 1649.60840 1 0.00000
## 2250 2017 1.00 1 824.80420 824.80420 1 0.00000
## 2251 2017 1.00 1 824.80420 824.80420 1 0.00000
## 2252 2017 3.33 5 824.80420 4124.02100 1 0.00000
## 2253 2017 0.76 1 554.92943 554.92944 1 0.00000
## 2254 2017 2.07 3 554.92943 1664.78833 1 890.59998
## 2255 2017 2.56 4 554.92943 2219.71777 1 1022.00000
## 2256 2017 3.71 6 554.92943 3329.57666 1 1679.00006
## 2257 2017 0.66 1 554.92943 554.92944 1 0.00000
## 2258 2017 4.69 6 554.92943 3329.57666 1 1916.25000
## 2259 2017 0.66 1 554.92943 554.92944 1 0.00000
## 2260 2017 2.45 3 554.92943 1664.78833 1 0.00000
## 2261 2017 2.38 3 554.92943 1664.78833 1 1591.39995
## 2262 2017 1.42 2 554.92943 1109.85889 1 10132.40039
## 2263 2017 4.40 7 554.92943 3884.50610 1 1109.59998
## 2264 2017 2.21 3 554.92943 1664.78833 1 890.60002
## 2265 2017 2.14 3 554.92943 1664.78833 1 861.40002
## 2266 2016 0.66 1 494.31931 494.31931 1 0.00000
## 2267 2016 1.00 1 494.31931 494.31931 1 0.00000
## 2268 2016 1.00 1 494.31931 494.31931 1 0.00000
## 2269 2016 0.66 1 494.31931 494.31931 1 0.00000
## 2270 2016 2.66 4 494.31931 1977.27722 1 0.00000
## 2271 2016 1.71 3 494.31931 1482.95789 1 0.00000
## 2272 2016 0.66 1 494.31931 494.31931 1 0.00000
## 2273 2016 3.35 5 494.31931 2471.59644 1 0.00000
## 2274 2016 0.66 1 494.31931 494.31931 1 0.00000
## 2275 2016 0.66 1 494.31931 494.31931 1 0.00000
## 2276 2016 2.90 4 494.31931 1977.27722 1 0.00000
## 2277 2016 4.38 6 494.31931 2965.91577 1 1745.91663
## 2278 2016 0.79 1 494.31931 494.31931 1 0.00000
## 2279 2016 1.21 2 494.31931 988.63861 1 0.00000
## 2280 2017 1.00 1 364.99057 364.99057 1 0.00000
## 2281 2017 4.34 6 364.99057 2189.94336 1 0.00000
## 2282 2017 2.64 4 364.99057 1459.96228 1 0.00000
## 2283 2017 4.03 5 364.99057 1824.95288 1 0.00000
## 2284 2017 1.76 2 364.99057 729.98114 1 0.00000
## 2285 2017 3.59 5 364.99057 1824.95288 1 0.00000
## 2286 2017 0.79 1 364.99057 364.99057 1 0.00000
## 2287 2017 3.16 5 364.99057 1824.95288 1 0.00000
## 2288 2017 8.77 13 364.99057 4744.87744 1 0.00000
## 2289 2017 0.66 1 364.99057 364.99057 1 0.00000
## 2290 2017 3.93 5 364.99057 1824.95288 1 0.00000
## 2291 2017 1.42 2 364.99057 729.98114 1 0.00000
## 2292 2017 3.52 5 364.99057 1824.95288 1 0.00000
## 2293 2017 1.52 2 364.99057 729.98114 1 0.00000
## 2294 2017 4.21 6 364.99057 2189.94336 1 0.00000
## 2295 2017 3.52 5 864.92954 4324.64746 1 0.00000
## 2296 2017 3.65 4 864.92954 3459.71826 1 0.00000
## 2297 2017 0.79 1 864.92954 864.92957 1 0.00000
## 2298 2017 3.07 4 864.92954 3459.71826 1 0.00000
## 2299 2017 3.59 5 864.92954 4324.64746 1 0.00000
## 2300 2017 2.85 3 864.92954 2594.78857 1 0.00000
## 2301 2017 2.66 4 864.92954 3459.71826 1 0.00000
## 2302 2017 2.38 3 864.92954 2594.78857 1 0.00000
## 2303 2017 2.49 4 864.92954 3459.71826 1 0.00000
## 2304 2017 5.74 8 864.92954 6919.43652 1 0.00000
## 2305 2017 2.90 4 864.92954 3459.71826 1 0.00000
## 2306 2017 1.00 1 864.92954 864.92957 1 0.00000
## 2307 2017 2.52 4 864.92954 3459.71826 1 0.00000
## 2308 2017 2.73 4 864.92954 3459.71826 1 0.00000
## 2309 2017 1.42 2 478.26200 956.52399 1 0.00000
## 2310 2017 2.93 4 478.26200 1913.04797 1 0.00000
## 2311 2017 1.76 2 478.26200 956.52399 1 0.00000
## 2312 2017 3.14 5 478.26200 2391.31006 1 0.00000
## 2313 2017 1.32 2 478.26200 956.52399 1 0.00000
## 2314 2017 1.00 1 478.26200 478.26199 1 0.00000
## 2315 2017 1.87 3 478.26200 1434.78601 1 0.00000
## 2316 2017 3.11 4 478.26200 1913.04797 1 0.00000
## 2317 2017 4.97 7 478.26200 3347.83398 1 0.00000
## 2318 2017 5.34 7 478.26200 3347.83398 1 0.00000
## 2319 2017 2.21 3 478.26200 1434.78601 1 0.00000
## 2320 2017 7.32 10 478.26200 4782.62012 1 0.00000
## 2321 2017 4.66 7 478.26200 3347.83398 1 0.00000
## 2322 2016 2.71 4 147.64873 590.59491 1 77.86667
## 2323 2016 1.45 2 147.64873 295.29745 1 0.00000
## 2324 2016 0.66 1 147.64873 147.64873 1 681.33334
## 2325 2016 3.76 5 147.64873 738.24365 1 0.00000
## 2326 2016 0.66 1 147.64873 147.64873 1 0.00000
## 2327 2016 1.00 1 147.64873 147.64873 1 52.31667
## 2328 2016 1.76 2 147.64873 295.29745 1 2185.13332
## 2329 2016 1.00 1 147.64873 147.64873 1 0.00000
## 2330 2016 0.79 1 147.64873 147.64873 1 0.00000
## 2331 2016 1.00 1 147.64873 147.64873 1 253.06667
## 2332 2016 1.00 1 147.64873 147.64873 1 0.00000
## 2333 2016 4.21 5 147.64873 738.24365 1 1910.16663
## 2334 2016 3.35 5 147.64873 738.24365 1 346.75000
## 2335 2016 1.55 2 147.64873 295.29745 1 547.50000
## 2336 2016 4.07 6 147.64873 885.89233 1 3787.48346
## 2337 2016 5.27 6 595.44809 3572.68848 1 1099.86667
## 2338 2016 2.31 3 595.44809 1786.34424 1 618.06666
## 2339 2016 1.55 2 595.44809 1190.89612 1 716.61667
## 2340 2016 1.00 1 595.44809 595.44806 1 438.00000
## 2341 2016 4.13 5 595.44809 2977.24048 1 1187.46667
## 2342 2016 3.41 4 595.44809 2381.79224 1 2518.50000
## 2343 2016 1.00 1 595.44809 595.44806 1 910.06667
## 2344 2016 1.00 1 595.44809 595.44806 1 526.51251
## 2345 2016 2.90 4 595.44809 2381.79224 1 1503.19165
## 2346 2016 2.89 3 595.44809 1786.34424 1 839.50000
## 2347 2016 1.00 1 595.44809 595.44806 1 523.77499
## 2348 2016 1.00 1 595.44809 595.44806 1 0.00000
## 2349 2016 0.79 1 595.44809 595.44806 1 167.29167
## 2350 2016 2.02 3 595.44809 1786.34424 1 274.96666
## 2351 2016 5.69 7 595.44809 4168.13672 1 1717.32501
## 2352 2017 9.85 12 413.85754 4966.29053 1 0.00000
## 2353 2017 4.66 7 413.85754 2897.00269 1 0.00000
## 2354 2017 1.00 1 413.85754 413.85754 1 0.00000
## 2355 2017 4.59 6 413.85754 2483.14526 1 0.00000
## 2356 2017 1.00 1 413.85754 413.85754 1 0.00000
## 2357 2017 3.14 4 413.85754 1655.43018 1 0.00000
## 2358 2017 8.85 11 413.85754 4552.43311 1 0.00000
## 2359 2017 0.79 1 413.85754 413.85754 1 0.00000
## 2360 2017 6.03 7 413.85754 2897.00269 1 0.00000
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## 2363 2017 0.79 1 413.85754 413.85754 1 0.00000
## 2364 2017 4.96 6 413.85754 2483.14526 1 1034.16669
## 2365 2017 2.03 2 413.85754 827.71509 1 0.00000
## 2366 2017 6.42 8 413.85754 3310.86035 1 0.00000
## 2367 2017 3.14 4 323.41072 1293.64282 1 1284.80005
## 2368 2017 2.83 4 323.41072 1293.64282 1 0.00000
## 2369 2017 2.76 4 323.41072 1293.64282 1 846.79999
## 2370 2017 0.79 1 323.41072 323.41071 1 0.00000
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## 2374 2017 4.21 6 323.41072 1940.46436 1 0.00000
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## 2376 2017 3.07 4 323.41072 1293.64282 1 0.00000
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## FD_P_CER FD_P_MEAT FD_P_VEG FD_P_FRUIT FD_P_PULS FD_P_STAR
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## 92 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1866 279.83334 0.0000 418.533325 0.00000 0.00000 272.53333
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## 1868 0.00000 0.0000 0.000000 0.00000 186.14999 3328.79996
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## 1901 0.00000 0.0000 85.166664 0.00000 0.00000 0.00000
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## 1904 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1953 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1954 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1956 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1988 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1990 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1991 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1992 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1993 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1994 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1995 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1996 0.00000 0.0000 0.000000 0.00000 0.00000 175.20000
## 1997 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1998 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1999 0.00000 0.0000 0.000000 0.00000 0.00000 91.25000
## 2000 0.00000 0.0000 0.000000 0.00000 0.00000 194.66667
## 2001 0.00000 0.0000 0.000000 0.00000 0.00000 184.93333
## 2002 0.00000 0.0000 0.000000 0.00000 0.00000 175.20000
## 2003 0.00000 0.0000 0.000000 0.00000 0.00000 94.90000
## 2004 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2005 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2006 0.00000 0.0000 0.000000 0.00000 0.00000 182.50000
## 2007 0.00000 0.0000 0.000000 0.00000 0.00000 164.25000
## 2008 0.00000 0.0000 0.000000 0.00000 0.00000 53.53333
## 2009 0.00000 0.0000 0.000000 0.00000 0.00000 219.00000
## 2010 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2011 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2012 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1994 0 3214.9200 36.50000 759.19998 Ghana 2 70145
## 1995 0 4426.7200 319.74000 1489.20003 Ghana 2 70145
## 1996 0 2201.6800 43.80000 29.20000 Ghana 2 70146
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## 2007 0 1154.8600 0.00000 160.60000 Ghana 2 70146
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## 2009 0 1216.1800 0.00000 0.00000 Ghana 2 70146
## 2010 0 2645.5200 1153.40001 541.65999 Ghana 2 70147
## 2011 0 3686.5000 435.08000 1392.84000 Ghana 2 70147
## 2012 0 1530.0800 306.60001 1262.90001 Ghana 2 70147
## 2013 0 4969.8400 284.70000 178.12000 Ghana 2 70147
## 2014 0 1296.4800 275.94000 2273.21998 Ghana 2 70147
## 2015 0 5537.7800 605.89999 954.84000 Ghana 2 70147
## 2016 0 3625.1800 175.19999 511.00000 Ghana 2 70147
## 2017 0 2975.1880 131.40000 890.59998 Ghana 2 70147
## 2018 0 843.8800 176.66000 2299.49997 Ghana 2 70147
## 2019 0 4892.4600 410.25999 52.56000 Ghana 2 70147
## 2020 0 2791.5200 569.39999 1576.80002 Ghana 2 70147
## 2021 0 560.6400 445.30000 2974.02000 Ghana 2 70147
## 2022 0 3511.3000 58.40000 1292.09999 Ghana 2 70147
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## 2025 0 2426.5200 0.00000 84.68000 Ghana 2 70148
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## 2001 7 2 3 5 9 2017 1.55 2 405.98733
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## 2018 9 2 3 5 8 2017 1.00 1 1040.10088
## 2019 10 2 3 5 8 2017 1.38 2 1040.10088
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## 2162 11 2 3 5 1 2017 2.90 4 313.48527
## 2163 12 2 3 5 1 2017 1.32 2 313.48527
## 2164 13 2 3 5 1 2017 1.00 1 313.48527
## 2165 14 2 3 5 1 2017 3.28 5 313.48527
## 2166 15 2 3 5 1 2017 0.76 1 313.48527
## 2167 1 2 4 6 1 2017 1.00 1 486.54419
## 2168 2 2 4 6 1 2017 4.69 6 486.54419
## 2169 3 2 4 6 1 2017 3.07 4 486.54419
## 2170 4 2 4 6 1 2017 6.91 11 486.54419
## 2171 5 2 4 6 1 2017 0.66 1 486.54419
## 2172 6 2 4 6 1 2017 0.66 1 486.54419
## 2173 7 2 4 6 1 2017 2.38 3 486.54419
## 2174 8 2 4 6 1 2017 4.83 6 486.54419
## 2175 9 2 4 6 1 2017 6.23 9 486.54419
## 2176 10 2 4 6 1 2017 4.38 6 486.54419
## 2177 11 2 4 6 1 2017 4.45 6 486.54419
## 2178 12 2 4 6 1 2017 6.35 9 486.54419
## 2179 13 2 4 6 1 2017 4.10 5 486.54419
## 2180 14 2 4 6 1 2017 2.64 4 486.54419
## 2181 15 2 4 6 1 2017 5.52 8 486.54419
## 2182 1 2 3 5 10 2016 3.79 5 566.69065
## 2183 2 2 3 5 10 2016 1.00 1 566.69065
## 2184 3 2 3 5 10 2016 2.07 3 566.69065
## 2185 4 2 3 5 10 2016 1.88 3 566.69065
## 2186 5 2 3 5 10 2016 1.97 3 566.69065
## 2187 6 2 3 5 10 2016 1.83 3 566.69065
## 2188 7 2 3 5 10 2016 0.66 1 566.69065
## 2189 8 2 3 5 11 2016 0.79 1 566.69065
## 2190 9 2 3 5 10 2016 0.66 1 566.69065
## 2191 10 2 3 5 10 2016 2.66 4 566.69065
## 2192 12 2 3 5 10 2016 1.00 1 566.69065
## 2193 13 2 3 5 10 2016 3.42 5 566.69065
## 2194 14 2 3 5 10 2016 1.45 2 566.69065
## 2195 15 2 3 5 10 2016 2.45 3 566.69065
## 2196 1 2 3 5 12 2016 9.23 14 433.87959
## 2197 2 2 3 5 12 2016 6.18 9 433.87959
## 2198 3 2 3 5 12 2016 4.31 5 433.87959
## 2199 4 2 3 5 12 2016 1.42 2 433.87959
## 2200 5 2 3 5 12 2016 4.07 5 433.87959
## 2201 6 2 3 5 12 2016 2.28 3 433.87959
## 2202 7 2 3 5 12 2016 1.00 1 433.87959
## 2203 8 2 3 5 12 2016 1.28 2 433.87959
## 2204 9 2 3 5 12 2016 2.80 4 433.87959
## 2205 10 2 3 5 12 2016 1.00 1 433.87959
## 2206 11 2 3 5 12 2016 1.87 3 433.87959
## 2207 12 2 3 5 12 2016 3.28 4 433.87959
## 2208 13 2 3 5 12 2016 3.00 4 433.87959
## 2209 14 2 3 5 12 2016 0.79 1 433.87959
## 2210 15 2 3 5 12 2016 1.45 2 433.87959
## 2211 1 2 3 5 11 2016 7.10 9 272.95194
## 2212 2 2 3 5 11 2016 5.31 6 272.95194
## 2213 3 2 3 5 11 2016 6.13 9 272.95194
## 2214 4 2 3 5 11 2016 4.79 6 272.95194
## 2215 5 2 3 5 12 2016 3.31 4 272.95194
## 2216 6 2 3 5 11 2016 1.83 3 272.95194
## 2217 7 2 3 5 12 2016 4.21 6 272.95194
## 2218 8 2 3 5 12 2016 5.48 7 272.95194
## 2219 9 2 3 5 11 2016 3.66 4 272.95194
## 2220 10 2 3 5 12 2016 3.59 5 272.95194
## 2221 11 2 3 5 12 2016 4.18 6 272.95194
## 2222 12 2 3 5 12 2016 2.90 4 272.95194
## 2223 13 2 3 5 12 2016 2.97 4 272.95194
## 2224 14 2 3 5 12 2016 1.76 2 272.95194
## 2225 15 2 3 5 12 2016 3.10 4 272.95194
## 2226 1 2 3 5 2 2017 5.15 7 440.98624
## 2227 2 2 3 5 2 2017 0.66 1 440.98624
## 2228 3 2 3 5 2 2017 2.18 3 440.98624
## 2229 4 2 3 5 2 2017 4.14 6 440.98624
## 2230 5 2 3 5 2 2017 0.66 1 440.98624
## 2231 6 2 3 5 2 2017 0.66 1 440.98624
## 2232 7 2 3 5 2 2017 2.55 3 440.98624
## 2233 8 2 3 5 2 2017 1.38 2 440.98624
## 2234 10 2 3 5 2 2017 3.73 5 440.98624
## 2235 11 2 3 5 2 2017 0.79 1 440.98624
## 2236 12 2 3 5 2 2017 2.90 4 440.98624
## 2237 13 2 3 5 2 2017 4.16 6 440.98624
## 2238 14 2 3 5 2 2017 2.18 3 440.98624
## 2239 15 2 3 5 2 2017 0.66 1 440.98624
## 2240 1 2 3 5 3 2017 1.76 2 824.80420
## 2241 2 2 3 5 4 2017 3.07 4 824.80420
## 2242 3 2 3 5 3 2017 6.45 9 824.80420
## 2243 4 2 3 5 3 2017 1.69 2 824.80420
## 2244 5 2 3 5 3 2017 3.21 4 824.80420
## 2245 6 2 3 5 3 2017 1.52 2 824.80420
## 2246 8 2 3 5 3 2017 3.47 5 824.80420
## 2247 9 2 3 5 3 2017 4.07 5 824.80420
## 2248 11 2 3 5 3 2017 1.45 2 824.80420
## 2249 12 2 3 5 3 2017 1.76 2 824.80420
## 2250 13 2 3 5 3 2017 1.00 1 824.80420
## 2251 14 2 3 5 3 2017 1.00 1 824.80420
## 2252 15 2 3 5 3 2017 3.33 5 824.80420
## 2253 1 2 3 5 5 2017 0.76 1 554.92943
## 2254 3 2 3 5 4 2017 2.07 3 554.92943
## 2255 4 2 3 5 4 2017 2.56 4 554.92943
## 2256 5 2 3 5 4 2017 3.71 6 554.92943
## 2257 6 2 3 5 4 2017 0.66 1 554.92943
## 2258 8 2 3 5 4 2017 4.69 6 554.92943
## 2259 9 2 3 5 4 2017 0.66 1 554.92943
## 2260 10 2 3 5 4 2017 2.45 3 554.92943
## 2261 11 2 3 5 4 2017 2.38 3 554.92943
## 2262 12 2 3 5 4 2017 1.42 2 554.92943
## 2263 13 2 3 5 4 2017 4.40 7 554.92943
## 2264 14 2 3 5 4 2017 2.21 3 554.92943
## 2265 15 2 3 5 4 2017 2.14 3 554.92943
## 2266 2 2 3 5 11 2016 0.66 1 494.31931
## 2267 3 2 3 5 12 2016 1.00 1 494.31931
## 2268 4 2 3 5 12 2016 1.00 1 494.31931
## 2269 5 2 3 5 12 2016 0.66 1 494.31931
## 2270 6 2 3 5 11 2016 2.66 4 494.31931
## 2271 7 2 3 5 11 2016 1.71 3 494.31931
## 2272 8 2 3 5 11 2016 0.66 1 494.31931
## 2273 9 2 3 5 11 2016 3.35 5 494.31931
## 2274 10 2 3 5 11 2016 0.66 1 494.31931
## 2275 11 2 3 5 12 2016 0.66 1 494.31931
## 2276 12 2 3 5 12 2016 2.90 4 494.31931
## 2277 13 2 3 5 12 2016 4.38 6 494.31931
## 2278 14 2 3 5 12 2016 0.79 1 494.31931
## 2279 15 2 3 5 12 2016 1.21 2 494.31931
## 2280 1 2 3 5 2 2017 1.00 1 364.99057
## 2281 2 2 3 5 2 2017 4.34 6 364.99057
## 2282 3 2 3 5 2 2017 2.64 4 364.99057
## 2283 4 2 3 5 2 2017 4.03 5 364.99057
## 2284 5 2 3 5 2 2017 1.76 2 364.99057
## 2285 6 2 3 5 2 2017 3.59 5 364.99057
## 2286 7 2 3 5 2 2017 0.79 1 364.99057
## 2287 8 2 3 5 2 2017 3.16 5 364.99057
## 2288 9 2 3 5 2 2017 8.77 13 364.99057
## 2289 10 2 3 5 2 2017 0.66 1 364.99057
## 2290 11 2 3 5 2 2017 3.93 5 364.99057
## 2291 12 2 3 5 2 2017 1.42 2 364.99057
## 2292 13 2 3 5 2 2017 3.52 5 364.99057
## 2293 14 2 3 5 2 2017 1.52 2 364.99057
## 2294 15 2 3 5 2 2017 4.21 6 364.99057
## 2295 1 2 4 6 2 2017 3.52 5 864.92954
## 2296 2 2 4 6 2 2017 3.65 4 864.92954
## 2297 3 2 4 6 2 2017 0.79 1 864.92954
## 2298 4 2 4 6 2 2017 3.07 4 864.92954
## 2299 5 2 4 6 2 2017 3.59 5 864.92954
## 2300 6 2 4 6 2 2017 2.85 3 864.92954
## 2301 7 2 4 6 2 2017 2.66 4 864.92954
## 2302 8 2 4 6 2 2017 2.38 3 864.92954
## 2303 9 2 4 6 2 2017 2.49 4 864.92954
## 2304 10 2 4 6 2 2017 5.74 8 864.92954
## 2305 11 2 4 6 2 2017 2.90 4 864.92954
## 2306 13 2 4 6 2 2017 1.00 1 864.92954
## 2307 14 2 4 6 2 2017 2.52 4 864.92954
## 2308 15 2 4 6 2 2017 2.73 4 864.92954
## 2309 1 2 4 6 4 2017 1.42 2 478.26200
## 2310 2 2 4 6 4 2017 2.93 4 478.26200
## 2311 3 2 4 6 4 2017 1.76 2 478.26200
## 2312 4 2 4 6 4 2017 3.14 5 478.26200
## 2313 5 2 4 6 4 2017 1.32 2 478.26200
## 2314 7 2 4 6 4 2017 1.00 1 478.26200
## 2315 8 2 4 6 4 2017 1.87 3 478.26200
## 2316 10 2 4 6 4 2017 3.11 4 478.26200
## 2317 11 2 4 6 4 2017 4.97 7 478.26200
## 2318 12 2 4 6 4 2017 5.34 7 478.26200
## 2319 13 2 4 6 4 2017 2.21 3 478.26200
## 2320 14 2 4 6 4 2017 7.32 10 478.26200
## 2321 15 2 4 6 4 2017 4.66 7 478.26200
## 2322 1 2 3 5 12 2016 2.71 4 147.64873
## 2323 2 2 3 5 12 2016 1.45 2 147.64873
## 2324 3 2 3 5 12 2016 0.66 1 147.64873
## 2325 4 2 3 5 12 2016 3.76 5 147.64873
## 2326 5 2 3 5 12 2016 0.66 1 147.64873
## 2327 6 2 3 5 12 2016 1.00 1 147.64873
## 2328 7 2 3 5 12 2016 1.76 2 147.64873
## 2329 8 2 3 5 12 2016 1.00 1 147.64873
## 2330 9 2 3 5 12 2016 0.79 1 147.64873
## 2331 10 2 3 5 12 2016 1.00 1 147.64873
## 2332 11 2 3 5 12 2016 1.00 1 147.64873
## 2333 12 2 3 5 12 2016 4.21 5 147.64873
## 2334 13 2 3 5 12 2016 3.35 5 147.64873
## 2335 14 2 3 5 12 2016 1.55 2 147.64873
## 2336 15 2 3 5 12 2016 4.07 6 147.64873
## 2337 1 2 3 5 11 2016 5.27 6 595.44809
## 2338 2 2 3 5 11 2016 2.31 3 595.44809
## 2339 3 2 3 5 11 2016 1.55 2 595.44809
## 2340 4 2 3 5 12 2016 1.00 1 595.44809
## 2341 5 2 3 5 11 2016 4.13 5 595.44809
## 2342 6 2 3 5 12 2016 3.41 4 595.44809
## 2343 7 2 3 5 12 2016 1.00 1 595.44809
## 2344 8 2 3 5 12 2016 1.00 1 595.44809
## 2345 9 2 3 5 12 2016 2.90 4 595.44809
## 2346 10 2 3 5 11 2016 2.89 3 595.44809
## 2347 11 2 3 5 11 2016 1.00 1 595.44809
## 2348 12 2 3 5 12 2016 1.00 1 595.44809
## 2349 13 2 3 5 12 2016 0.79 1 595.44809
## 2350 14 2 3 5 12 2016 2.02 3 595.44809
## 2351 15 2 3 5 12 2016 5.69 7 595.44809
## 2352 1 2 3 5 2 2017 9.85 12 413.85754
## 2353 2 2 3 5 2 2017 4.66 7 413.85754
## 2354 3 2 3 5 2 2017 1.00 1 413.85754
## 2355 4 2 3 5 2 2017 4.59 6 413.85754
## 2356 5 2 3 5 2 2017 1.00 1 413.85754
## 2357 6 2 3 5 2 2017 3.14 4 413.85754
## 2358 7 2 3 5 2 2017 8.85 11 413.85754
## 2359 8 2 3 5 2 2017 0.79 1 413.85754
## 2360 9 2 3 5 2 2017 6.03 7 413.85754
## 2361 10 2 3 5 2 2017 3.31 4 413.85754
## 2362 11 2 3 5 2 2017 4.58 5 413.85754
## 2363 12 2 3 5 2 2017 0.79 1 413.85754
## 2364 13 2 3 5 2 2017 4.96 6 413.85754
## 2365 14 2 3 5 2 2017 2.03 2 413.85754
## 2366 15 2 3 5 2 2017 6.42 8 413.85754
## 2367 1 2 4 6 1 2017 3.14 4 323.41072
## 2368 2 2 4 6 1 2017 2.83 4 323.41072
## 2369 3 2 4 6 1 2017 2.76 4 323.41072
## 2370 4 2 4 6 1 2017 0.79 1 323.41072
## 2371 5 2 4 6 1 2017 2.69 3 323.41072
## 2372 6 2 4 6 1 2017 3.34 4 323.41072
## 2373 7 2 4 6 1 2017 4.03 5 323.41072
## 2374 8 2 4 6 1 2017 4.21 6 323.41072
## 2375 9 2 4 6 1 2017 1.45 2 323.41072
## 2376 10 2 4 6 1 2017 3.07 4 323.41072
## 2377 11 2 4 6 1 2017 2.28 3 323.41072
## 2378 12 2 4 6 1 2017 1.32 2 323.41072
## 2379 13 2 4 6 1 2017 1.55 2 323.41072
## 2380 14 2 4 6 1 2017 7.65 10 323.41072
## WTA_S_HHSIZE.y rururb.y FDRECALL TOTFOOD
## 1 482.56894 2 0.7142857 4661.780
## 2 3377.98267 2 0.7142857 9437.439
## 3 482.56894 2 0.7142857 13935.699
## 4 1447.70691 2 0.7142857 6102.800
## 5 4343.12061 2 0.7142857 6990.480
## 6 965.13788 2 0.7142857 3079.567
## 7 4825.68945 2 0.7142857 6542.260
## 8 965.13788 2 0.7142857 1702.360
## 9 2412.84473 2 0.7142857 15067.199
## 10 965.13788 2 0.7142857 2727.280
## 11 482.56894 2 0.7142857 2609.020
## 12 965.13788 2 0.7142857 7516.080
## 13 965.13788 2 0.7142857 2154.960
## 14 2895.41382 2 0.7142857 7135.020
## 15 490.16623 2 0.7142857 4235.460
## 16 1470.49866 2 0.7142857 8749.780
## 17 1470.49866 2 0.7142857 10852.180
## 18 3431.16357 2 0.7142857 7184.660
## 19 1470.49866 2 0.7142857 4273.420
## 20 980.33246 2 0.7142857 6753.960
## 21 1470.49866 2 0.7142857 8979.000
## 22 2450.83105 2 0.7142857 9431.600
## 23 490.16623 2 0.7142857 5585.960
## 24 2940.99731 2 0.7142857 8647.580
## 25 980.33246 2 0.7142857 7675.220
## 26 2450.83105 2 0.7142857 10539.740
## 27 490.16623 2 0.7142857 5041.137
## 28 490.16623 2 0.7142857 4029.600
## 29 4616.58301 2 0.7142857 3651.460
## 30 3693.26636 2 0.7142857 2286.360
## 31 923.31659 2 0.7142857 1738.860
## 32 3693.26636 2 0.7142857 5555.300
## 33 1846.63318 2 0.7142857 6650.300
## 34 2769.94971 2 0.7142857 5135.550
## 35 2769.94971 2 0.7142857 1314.000
## 36 4616.58301 2 0.7142857 7343.800
## 37 923.31659 2 0.7142857 1638.120
## 38 1846.63318 2 0.7142857 3328.800
## 39 2769.94971 2 0.7142857 7454.760
## 40 2769.94971 2 0.7142857 4555.200
## 41 806.12476 2 0.7142857 3595.980
## 42 806.12476 2 0.7142857 4147.860
## 43 1612.24951 2 0.7142857 5423.900
## 44 4836.74854 2 0.7142857 5047.220
## 45 2418.37427 2 0.7142857 3816.440
## 46 2418.37427 2 0.7142857 5632.680
## 47 4836.74854 2 0.7142857 4907.060
## 48 806.12476 2 0.7142857 2757.940
## 49 806.12476 2 0.7142857 3468.960
## 50 5642.87305 2 0.7142857 5251.620
## 51 4836.74854 2 0.7142857 4889.540
## 52 4836.74854 2 0.7142857 6787.540
## 53 4836.74854 2 0.7142857 6812.360
## 54 4014.77808 2 0.7142857 10417.100
## 55 401.47781 2 0.7142857 3036.800
## 56 401.47781 2 0.7142857 2435.280
## 57 401.47781 2 0.7142857 2080.500
## 58 1204.43347 2 0.7142857 2379.800
## 59 1204.43347 2 0.7142857 1229.320
## 60 1204.43347 2 0.7142857 5691.080
## 61 1204.43347 2 0.7142857 2533.100
## 62 5219.21143 2 0.7142857 11046.359
## 63 1605.91125 2 0.7142857 5712.980
## 64 401.47781 2 0.7142857 3658.760
## 65 2408.86694 2 0.7142857 7827.060
## 66 1204.43347 2 0.7142857 3292.300
## 67 401.47781 2 0.7142857 5004.880
## 68 2007.38904 2 0.7142857 6424.000
## 69 1218.46155 2 0.7142857 5527.560
## 70 304.61539 2 0.7142857 2471.780
## 71 304.61539 2 0.7142857 2211.900
## 72 1218.46155 2 0.7142857 5028.240
## 73 609.23077 2 0.7142857 3978.500
## 74 304.61539 2 0.7142857 3251.420
## 75 609.23077 2 0.7142857 0.000
## 76 913.84619 2 0.7142857 5621.000
## 77 304.61539 2 0.7142857 708.100
## 78 1218.46155 2 0.7142857 7008.000
## 79 304.61539 2 0.7142857 2423.600
## 80 1523.07690 2 0.7142857 2525.800
## 81 304.61539 2 0.7142857 3124.400
## 82 609.23077 2 0.7142857 1176.760
## 83 288.91599 2 0.7142857 2949.200
## 84 577.83197 2 0.7142857 3841.260
## 85 1155.66394 2 0.7142857 5499.071
## 86 577.83197 2 0.7142857 4012.080
## 87 1155.66394 2 0.7142857 5415.140
## 88 866.74792 2 0.7142857 4988.820
## 89 1733.49585 2 0.7142857 8802.340
## 90 1444.57996 2 0.7142857 7165.680
## 91 1155.66394 2 0.7142857 8097.160
## 92 1733.49585 2 0.7142857 7581.780
## 93 1444.57996 2 0.7142857 6797.760
## 94 866.74792 2 0.7142857 5983.080
## 95 1155.66394 2 0.7142857 5986.000
## 96 1444.57996 2 0.7142857 8054.820
## 97 1344.13086 2 0.7142857 1598.700
## 98 672.06543 2 0.7142857 2617.780
## 99 1008.09808 2 0.7142857 0.000
## 100 336.03271 2 0.7142857 2686.400
## 101 1008.09808 2 0.7142857 0.000
## 102 336.03271 2 0.7142857 0.000
## 103 1344.13086 2 0.7142857 3563.860
## 104 1008.09808 2 0.7142857 832.200
## 105 2016.19617 2 0.7142857 4337.660
## 106 336.03271 2 0.7142857 1839.600
## 107 2352.22900 2 0.7142857 6380.200
## 108 1680.16357 2 0.7142857 8279.660
## 109 1680.16357 2 0.7142857 5542.160
## 110 1008.09808 2 0.7142857 1511.100
## 111 841.52985 2 0.7142857 2055.680
## 112 1683.05969 2 0.7142857 2178.320
## 113 2945.35449 2 0.7142857 3206.160
## 114 420.76492 2 0.7142857 613.200
## 115 420.76492 2 0.7142857 2213.360
## 116 1262.29480 2 0.7142857 350.400
## 117 841.52985 2 0.7142857 2014.800
## 118 2524.58960 2 0.7142857 1278.960
## 119 841.52985 2 0.7142857 2360.820
## 120 420.76492 2 0.7142857 906.660
## 121 2103.82446 2 0.7142857 5352.360
## 122 2524.58960 2 0.7142857 5089.560
## 123 2524.58960 2 0.7142857 3867.540
## 124 1343.35388 2 0.7142857 12875.740
## 125 335.83847 2 0.7142857 5815.180
## 126 1343.35388 2 0.7142857 8857.820
## 127 1007.51538 2 0.7142857 9043.240
## 128 1343.35388 2 0.7142857 9954.280
## 129 2350.86914 2 0.7142857 9069.520
## 130 671.67694 2 0.7142857 4750.840
## 131 671.67694 2 0.7142857 7993.500
## 132 335.83847 2 0.7142857 8203.740
## 133 1343.35388 2 0.7142857 7571.560
## 134 4172.76221 2 0.7142857 10665.300
## 135 6259.14307 2 0.7142857 2482.000
## 136 5215.95264 2 0.7142857 8435.880
## 137 2086.38110 2 0.7142857 7848.960
## 138 5215.95264 2 0.7142857 3817.900
## 139 2086.38110 2 0.7142857 4321.600
## 140 5215.95264 2 0.7142857 6380.200
## 141 1043.19055 2 0.7142857 4140.560
## 142 5215.95264 2 0.7142857 11161.700
## 143 1043.19055 2 0.7142857 2460.100
## 144 1043.19055 2 0.7142857 6080.900
## 145 5215.95264 2 0.7142857 5526.100
## 146 598.72931 2 0.7142857 2922.920
## 147 598.72931 2 0.7142857 5022.400
## 148 1197.45862 2 0.7142857 3011.980
## 149 299.36465 2 0.7142857 0.000
## 150 898.09399 2 0.7142857 4029.600
## 151 1197.45862 2 0.7142857 3880.680
## 152 598.72931 2 0.7142857 2540.400
## 153 299.36465 2 0.7142857 3358.000
## 154 1796.18799 2 0.7142857 2978.400
## 155 898.09399 2 0.7142857 5942.200
## 156 299.36465 2 0.7142857 2204.600
## 157 299.36465 2 0.7142857 4171.220
## 158 2358.63745 2 0.7142857 6031.260
## 159 1179.31873 2 0.7142857 3298.140
## 160 589.65936 2 0.7142857 1811.860
## 161 1768.97803 2 0.7142857 3423.700
## 162 1179.31873 2 0.7142857 1744.700
## 163 2358.63745 2 0.7142857 4036.900
## 164 1768.97803 2 0.7142857 5749.480
## 165 3537.95605 2 0.7142857 0.000
## 166 589.65936 2 0.7142857 876.000
## 167 2948.29688 2 0.7142857 8891.399
## 168 1768.97803 2 0.7142857 7008.000
## 169 589.65936 2 0.7142857 138.700
## 170 1768.97803 2 0.7142857 9212.600
## 171 2061.81250 2 0.7142857 4631.120
## 172 1546.35938 2 0.7142857 6526.200
## 173 515.45312 2 0.7142857 6796.107
## 174 3092.71875 2 0.7142857 7869.400
## 175 1546.35938 2 0.7142857 5767.000
## 176 515.45312 2 0.7142857 4299.700
## 177 515.45312 2 0.7142857 4460.300
## 178 2061.81250 2 0.7142857 3349.240
## 179 3092.71875 2 0.7142857 7431.400
## 180 1546.35938 2 0.7142857 0.000
## 181 1546.35938 2 0.7142857 0.000
## 182 3092.71875 2 0.7142857 6562.700
## 183 2457.77881 2 0.7142857 8868.040
## 184 1966.22302 2 0.7142857 6974.420
## 185 983.11151 2 0.7142857 5456.020
## 186 1966.22302 2 0.7142857 5393.240
## 187 1966.22302 2 0.7142857 6323.260
## 188 1966.22302 2 0.7142857 5076.420
## 189 1474.66724 2 0.7142857 7078.080
## 190 1474.66724 2 0.7142857 6115.940
## 191 983.11151 2 0.7142857 5619.540
## 192 1474.66724 2 0.7142857 6748.120
## 193 1966.22302 2 0.7142857 8393.540
## 194 1966.22302 2 0.7142857 7152.540
## 195 4424.00195 2 0.7142857 13745.899
## 196 2457.77881 2 0.7142857 5128.980
## 197 1080.78833 2 0.7142857 2934.600
## 198 1621.18250 2 0.7142857 2321.400
## 199 1080.78833 2 0.7142857 3591.600
## 200 1350.98535 2 0.7142857 7000.700
## 201 1350.98535 2 0.7142857 1737.400
## 202 270.19708 2 0.7142857 1941.800
## 203 1350.98535 2 0.7142857 3956.600
## 204 1080.78833 2 0.7142857 5168.400
## 205 1350.98535 2 0.7142857 1102.300
## 206 810.59125 2 0.7142857 2131.600
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## 1589 3646.90063 2 0.7142857 7970.140
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## 1591 455.86258 2 0.7142857 6650.300
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## 1593 3643.31592 2 0.7142857 7619.740
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## 1600 455.41449 2 0.7142857 3925.940
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## 1779 391.04633 2 0.7142857 4009.160
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## 1782 391.04633 2 0.7142857 2797.360
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## 1788 1173.13892 2 0.7142857 4004.780
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## 1791 187.09152 2 0.7142857 7989.120
## 1792 1309.64062 2 0.7142857 16658.600
## 1793 561.27454 2 0.7142857 10704.720
## 1794 1122.54907 2 0.7142857 13563.399
## 1795 1122.54907 2 0.7142857 14564.672
## 1796 1496.73218 2 0.7142857 16064.380
## 1797 561.27454 2 0.7142857 8856.360
## 1798 748.36609 2 0.7142857 10679.899
## 1799 1122.54907 2 0.7142857 10259.421
## 1800 561.27454 2 0.7142857 7454.274
## 1801 187.09152 2 0.7142857 6278.000
## 1802 1309.64062 2 0.7142857 16318.419
## 1803 1122.54907 2 0.7142857 16502.381
## 1804 287.99222 2 0.7142857 962.140
## 1805 287.99222 2 0.7142857 1344.660
## 1806 3167.91455 2 0.7142857 5238.480
## 1807 287.99222 2 0.7142857 1411.820
## 1808 863.97668 2 0.7142857 3079.262
## 1809 1439.96118 2 0.7142857 3788.700
## 1810 1151.96887 2 0.7142857 3384.280
## 1811 575.98444 2 0.7142857 2060.060
## 1812 1439.96118 2 0.7142857 3366.760
## 1813 287.99222 2 0.7142857 1854.200
## 1814 1439.96118 2 0.7142857 3279.160
## 1815 287.99222 2 0.7142857 1074.560
## 1816 287.99222 2 0.7142857 1588.480
## 1817 1151.96887 2 0.7142857 2480.540
## 1818 1251.02356 2 0.7142857 5722.227
## 1819 1668.03137 2 0.7142857 6567.080
## 1820 834.01569 2 0.7142857 4128.150
## 1821 417.00784 2 0.7142857 2241.100
## 1822 834.01569 2 0.7142857 3356.540
## 1823 417.00784 2 0.7142857 3185.720
## 1824 417.00784 2 0.7142857 541.660
## 1825 1251.02356 2 0.7142857 5480.840
## 1826 834.01569 2 0.7142857 5093.940
## 1827 2919.05493 2 0.7142857 5295.420
## 1828 417.00784 2 0.7142857 2696.620
## 1829 2085.03931 2 0.7142857 6270.700
## 1830 2919.05493 2 0.7142857 4216.480
## 1831 417.00784 2 0.7142857 2685.059
## 1832 3336.06274 2 0.7142857 4234.730
## 1833 397.54221 2 0.7142857 102.200
## 1834 397.54221 2 0.7142857 2816.340
## 1835 2782.79541 2 0.7142857 2807.580
## 1836 3577.87988 2 0.7142857 9060.760
## 1837 1590.16882 2 0.7142857 1280.420
## 1838 1987.71106 2 0.7142857 6251.720
## 1839 1590.16882 2 0.7142857 2087.800
## 1840 397.54221 2 0.7142857 567.940
## 1841 1590.16882 2 0.7142857 846.800
## 1842 3180.33765 2 0.7142857 2971.100
## 1843 795.08441 2 0.7142857 2425.060
## 1844 1987.71106 2 0.7142857 7624.120
## 1845 397.54221 2 0.7142857 2682.020
## 1846 1590.16882 2 0.7142857 2868.900
## 1847 1590.16882 2 0.7142857 3622.260
## 1848 496.31406 2 0.7142857 5750.940
## 1849 1488.94214 2 0.7142857 6794.840
## 1850 496.31406 2 0.7142857 2525.800
## 1851 2481.57031 2 0.7142857 7178.820
## 1852 1985.25623 2 0.7142857 7962.840
## 1853 3474.19849 2 0.7142857 12846.540
## 1854 3474.19849 2 0.7142857 8911.840
## 1855 1488.94214 2 0.7142857 8530.780
## 1856 496.31406 2 0.7142857 5680.860
## 1857 1488.94214 2 0.7142857 3260.180
## 1858 1488.94214 2 0.7142857 10409.800
## 1859 4963.14062 2 0.7142857 23843.260
## 1860 992.62811 2 0.7142857 2933.140
## 1861 3656.63232 2 0.7142857 15513.229
## 1862 1567.12817 2 0.7142857 4965.460
## 1863 2611.88013 2 0.7142857 11211.340
## 1864 522.37604 2 0.7142857 3579.920
## 1865 6268.51270 2 0.7142857 19614.613
## 1866 3134.25635 2 0.7142857 7796.400
## 1867 522.37604 2 0.7142857 5320.240
## 1868 2089.50415 2 0.7142857 8737.370
## 1869 2089.50415 2 0.7142857 4457.380
## 1870 2611.88013 2 0.7142857 14341.579
## 1871 2611.88013 2 0.7142857 11814.320
## 1872 1567.12817 2 0.7142857 5794.740
## 1873 522.37604 2 0.7142857 4279.260
## 1874 1781.10217 2 0.7142857 3701.100
## 1875 1781.10217 2 0.7142857 4247.140
## 1876 1187.40149 2 0.7142857 5347.980
## 1877 593.70074 2 0.7142857 4153.700
## 1878 4155.90527 2 0.7142857 22608.100
## 1879 2374.80298 2 0.7142857 9774.700
## 1880 1781.10217 2 0.7142857 8059.200
## 1881 2374.80298 2 0.7142857 7108.740
## 1882 1187.40149 2 0.7142857 1401.600
## 1883 593.70074 2 0.7142857 5848.760
## 1884 2374.80298 2 0.7142857 4996.120
## 1885 1187.40149 2 0.7142857 7022.600
## 1886 443.77167 2 0.7142857 4555.200
## 1887 443.77167 2 0.7142857 3277.700
## 1888 2662.62988 2 0.7142857 9400.940
## 1889 1331.31494 2 0.7142857 6424.000
## 1890 443.77167 2 0.7142857 3832.500
## 1891 1775.08667 2 0.7142857 6542.260
## 1892 443.77167 2 0.7142857 4701.200
## 1893 443.77167 2 0.7142857 6041.480
## 1894 1331.31494 2 0.7142857 7043.040
## 1895 443.77167 2 0.7142857 6624.020
## 1896 3106.40161 2 0.7142857 10238.979
## 1897 443.77167 2 0.7142857 4447.160
## 1898 1775.08667 2 0.7142857 6783.160
## 1899 1775.08667 2 0.7142857 7199.260
## 1900 2371.58447 2 0.7142857 8658.287
## 1901 1897.26746 2 0.7142857 25950.525
## 1902 1422.95056 2 0.7142857 3244.120
## 1903 1897.26746 2 0.7142857 5637.791
## 1904 948.63373 2 0.7142857 3607.660
## 1905 2371.58447 2 0.7142857 6159.740
## 1906 474.31686 2 0.7142857 5688.160
## 1907 2371.58447 2 0.7142857 6161.200
## 1908 2371.58447 2 0.7142857 2305.340
## 1909 1422.95056 2 0.7142857 6133.460
## 1910 2845.90112 2 0.7142857 15824.939
## 1911 3794.53491 2 0.7142857 11138.340
## 1912 948.63373 2 0.7142857 5965.560
## 1913 2845.90112 2 0.7142857 8507.420
## 1914 4362.30859 2 0.7142857 11304.779
## 1915 2423.50464 2 0.7142857 9720.680
## 1916 969.40186 2 0.7142857 4610.680
## 1917 969.40186 2 0.7142857 5867.740
## 1918 2423.50464 2 0.7142857 11405.521
## 1919 1454.10278 2 0.7142857 9617.020
## 1920 484.70093 2 0.7142857 2946.280
## 1921 2908.20557 2 0.7142857 21013.779
## 1922 2908.20557 2 0.7142857 12277.140
## 1923 484.70093 2 0.7142857 4521.620
## 1924 2423.50464 2 0.7142857 14840.899
## 1925 969.40186 2 0.7142857 5637.060
## 1926 484.70093 2 0.7142857 4883.700
## 1927 334.50031 2 0.7142857 2109.700
## 1928 334.50031 2 0.7142857 5750.940
## 1929 1672.50146 2 0.7142857 10887.221
## 1930 334.50031 2 0.7142857 5837.080
## 1931 334.50031 2 0.7142857 6368.520
## 1932 669.00061 2 0.7142857 6796.300
## 1933 1672.50146 2 0.7142857 6946.680
## 1934 2341.50195 2 0.7142857 11653.720
## 1935 1338.00122 2 0.7142857 7936.560
## 1936 1672.50146 2 0.7142857 8387.700
## 1937 1003.50085 2 0.7142857 7548.200
## 1938 1003.50085 2 0.7142857 9914.860
## 1939 334.50031 2 0.7142857 4295.320
## 1940 2007.00171 2 0.7142857 11015.700
## 1941 3935.89380 2 0.7142857 8727.880
## 1942 3935.89380 2 0.7142857 8413.979
## 1943 4919.86719 2 0.7142857 10214.160
## 1944 3935.89380 2 0.7142857 6600.076
## 1945 12791.65527 2 0.7142857 28728.422
## 1946 983.97345 2 0.7142857 2033.780
## 1947 3935.89380 2 0.7142857 5130.440
## 1948 7871.78760 2 0.7142857 8307.399
## 1949 5903.84082 2 0.7142857 4254.440
## 1950 1967.94690 2 0.7142857 6916.020
## 1951 2951.92041 2 0.7142857 5158.180
## 1952 5903.84082 2 0.7142857 3038.260
## 1953 522.23157 1 0.7142857 3320.040
## 1954 1566.69470 1 0.7142857 2066.046
## 1955 3133.38940 1 0.7142857 2412.650
## 1956 3655.62109 1 0.7142857 3463.120
## 1957 3655.62109 1 0.7142857 3893.820
## 1958 1566.69470 1 0.7142857 2636.760
## 1959 1044.46313 1 0.7142857 5972.860
## 1960 2088.92627 1 0.7142857 2874.740
## 1961 6266.77881 1 0.7142857 4689.520
## 1962 2088.92627 1 0.7142857 5826.130
## 1963 2088.92627 1 0.7142857 3898.200
## 1964 5744.54736 1 0.7142857 6574.380
## 1965 522.23157 1 0.7142857 1351.960
## 1966 522.23157 1 0.7142857 2436.010
## 1967 2088.92627 1 0.7142857 2435.280
## 1968 3150.47363 1 0.7142857 6847.400
## 1969 3150.47363 1 0.7142857 8307.399
## 1970 2625.39478 1 0.7142857 9300.200
## 1971 1575.23682 1 0.7142857 9235.960
## 1972 3675.55249 1 0.7142857 6416.700
## 1973 2625.39478 1 0.7142857 6266.320
## 1974 1575.23682 1 0.7142857 5524.640
## 1975 1575.23682 1 0.7142857 5788.900
## 1976 525.07892 1 0.7142857 4229.620
## 1977 525.07892 1 0.7142857 4311.380
## 1978 1575.23682 1 0.7142857 3355.080
## 1979 1050.15784 1 0.7142857 4547.900
## 1980 1050.15784 1 0.7142857 5310.020
## 1981 1436.23474 1 0.7142857 3988.720
## 1982 2393.72461 1 0.7142857 5775.760
## 1983 478.74493 1 0.7142857 0.000
## 1984 1914.97974 1 0.7142857 4282.180
## 1985 2872.46948 1 0.7142857 5003.420
## 1986 4787.44922 1 0.7142857 5803.500
## 1987 2872.46948 1 0.7142857 3536.120
## 1988 1914.97974 1 0.7142857 5161.100
## 1989 2872.46948 1 0.7142857 4593.160
## 1990 478.74493 1 0.7142857 5834.160
## 1991 478.74493 1 0.7142857 4745.000
## 1992 3351.21436 1 0.7142857 4581.480
## 1993 3351.21436 1 0.7142857 5926.140
## 1994 1436.23474 1 0.7142857 4010.620
## 1995 3351.21436 1 0.7142857 6235.661
## 1996 2435.92407 1 0.7142857 2449.880
## 1997 1623.94934 1 0.7142857 1848.360
## 1998 811.97467 1 0.7142857 845.340
## 1999 811.97467 1 0.7142857 916.150
## 2000 3247.89868 1 0.7142857 1876.587
## 2001 811.97467 1 0.7142857 1131.013
## 2002 1217.96204 1 0.7142857 1514.020
## 2003 811.97467 1 0.7142857 781.100
## 2004 1217.96204 1 0.7142857 1368.020
## 2005 405.98734 1 0.7142857 1178.220
## 2006 2029.93665 1 0.7142857 1839.600
## 2007 2029.93665 1 0.7142857 1479.710
## 2008 1217.96204 1 0.7142857 1240.513
## 2009 1623.94934 1 0.7142857 1435.180
## 2010 1040.10083 1 0.7142857 4340.580
## 2011 7280.70605 1 0.7142857 5514.420
## 2012 1040.10083 1 0.7142857 3099.580
## 2013 7280.70605 1 0.7142857 5432.660
## 2014 3120.30273 1 0.7142857 3845.640
## 2015 3120.30273 1 0.7142857 7098.520
## 2016 2080.20166 1 0.7142857 4311.380
## 2017 6240.60547 1 0.7142857 3997.188
## 2018 1040.10083 1 0.7142857 3320.040
## 2019 2080.20166 1 0.7142857 5355.280
## 2020 1040.10083 1 0.7142857 4937.720
## 2021 1040.10083 1 0.7142857 3979.960
## 2022 4160.40332 1 0.7142857 4861.800
## 2023 1040.10083 1 0.7142857 4207.720
## 2024 3120.30273 1 0.7142857 4280.720
## 2025 1442.70496 1 0.7142857 2511.200
## 2026 480.90167 1 0.7142857 1356.340
## 2027 1442.70496 1 0.7142857 2442.580
## 2028 2885.40991 1 0.7142857 2519.960
## 2029 480.90167 1 0.7142857 3432.460
## 2030 961.80334 1 0.7142857 3521.520
## 2031 2885.40991 1 0.7142857 2095.100
## 2032 961.80334 1 0.7142857 2639.680
## 2033 1442.70496 1 0.7142857 4134.720
## 2034 961.80334 1 0.7142857 1346.120
## 2035 480.90167 1 0.7142857 2518.500
## 2036 2404.50830 1 0.7142857 3518.600
## 2037 2885.40991 1 0.7142857 2953.580
## 2038 961.80334 1 0.7142857 3774.100
## 2039 403.59918 1 0.7142857 2360.820
## 2040 1210.79749 1 0.7142857 3121.480
## 2041 403.59918 1 0.7142857 2337.460
## 2042 2017.99585 1 0.7142857 3168.200
## 2043 1614.39673 1 0.7142857 2251.320
## 2044 807.19836 1 0.7142857 2498.060
## 2045 2421.59497 1 0.7142857 3442.680
## 2046 403.59918 1 0.7142857 2817.800
## 2047 1210.79749 1 0.7142857 2623.620
## 2048 2421.59497 1 0.7142857 4311.380
## 2049 807.19836 1 0.7142857 2541.860
## 2050 403.59918 1 0.7142857 4470.520
## 2051 2017.99585 1 0.7142857 3905.500
## 2052 403.59918 1 0.7142857 2820.720
## 2053 337.67834 1 0.7142857 2636.760
## 2054 675.35669 1 0.7142857 871.620
## 2055 675.35669 1 0.7142857 1898.000
## 2056 1350.71338 1 0.7142857 1930.120
## 2057 1688.39172 1 0.7142857 2936.060
## 2058 337.67834 1 0.7142857 1379.700
## 2059 2701.42676 1 0.7142857 2765.240
## 2060 2026.07007 1 0.7142857 1838.140
## 2061 337.67834 1 0.7142857 1765.140
## 2062 2026.07007 1 0.7142857 3124.400
## 2063 2026.07007 1 0.7142857 2211.900
## 2064 1688.39172 1 0.7142857 2467.400
## 2065 2026.07007 1 0.7142857 4255.900
## 2066 2026.07007 1 0.7142857 1560.740
## 2067 1013.03503 1 0.7142857 1081.373
## 2068 348.05911 1 0.7142857 1515.480
## 2069 696.11823 1 0.7142857 1365.100
## 2070 1740.29565 1 0.7142857 3850.020
## 2071 696.11823 1 0.7142857 6426.920
## 2072 3480.59131 1 0.7142857 9462.261
## 2073 3132.53223 1 0.7142857 11078.479
## 2074 2784.47290 1 0.7142857 2908.320
## 2075 348.05911 1 0.7142857 598.600
## 2076 348.05911 1 0.7142857 3559.480
## 2077 1044.17737 1 0.7142857 1410.360
## 2078 1392.23645 1 0.7142857 4479.280
## 2079 696.11823 1 0.7142857 2826.560
## 2080 348.05911 1 0.7142857 1933.040
## 2081 1740.29565 1 0.7142857 2738.960
## 2082 4176.70947 1 0.7142857 5140.660
## 2083 1565.95117 1 0.7142857 3752.200
## 2084 2087.93481 1 0.7142857 11757.380
## 2085 3653.88599 1 0.7142857 2868.900
## 2086 1565.95117 1 0.7142857 2227.960
## 2087 2087.93481 1 0.7142857 3715.700
## 2088 1565.95117 1 0.7142857 3197.400
## 2089 3131.90234 1 0.7142857 2232.340
## 2090 521.98370 1 0.7142857 6619.640
## 2091 1043.96741 1 0.7142857 1956.400
## 2092 2609.91846 1 0.7142857 2479.080
## 2093 1565.95117 1 0.7142857 2503.900
## 2094 3653.88599 1 0.7142857 5311.480
## 2095 3653.88599 1 0.7142857 3803.300
## 2096 2609.91846 1 0.7142857 5314.400
## 2097 5275.50195 1 0.7142857 13496.239
## 2098 753.64313 1 0.7142857 5739.260
## 2099 3014.57251 1 0.7142857 8851.979
## 2100 753.64313 1 0.7142857 6162.660
## 2101 753.64313 1 0.7142857 3810.600
## 2102 1507.28625 1 0.7142857 6616.720
## 2103 1507.28625 1 0.7142857 10818.600
## 2104 3768.21582 1 0.7142857 9301.660
## 2105 2260.92944 1 0.7142857 11117.900
## 2106 3014.57251 1 0.7142857 13065.539
## 2107 1507.28625 1 0.7142857 12281.520
## 2108 753.64313 1 0.7142857 2133.060
## 2109 753.64313 1 0.7142857 3766.800
## 2110 3014.57251 1 0.7142857 2920.000
## 2111 618.64734 1 0.7142857 2533.830
## 2112 1237.29468 1 0.7142857 3530.888
## 2113 1546.61841 1 0.7142857 3786.510
## 2114 1855.94214 1 0.7142857 5708.479
## 2115 2165.26587 1 0.7142857 10570.887
## 2116 1546.61841 1 0.7142857 6060.704
## 2117 2474.58936 1 0.7142857 11777.333
## 2118 309.32367 1 0.7142857 5802.040
## 2119 1237.29468 1 0.7142857 4131.557
## 2120 1237.29468 1 0.7142857 6632.050
## 2121 927.97107 1 0.7142857 4201.880
## 2122 927.97107 1 0.7142857 5499.090
## 2123 927.97107 1 0.7142857 5190.604
## 2124 1237.29468 1 0.7142857 2797.165
## 2125 927.97107 1 0.7142857 16713.350
## 2126 1179.82385 1 0.7142857 1432.260
## 2127 1573.09839 1 0.7142857 6467.800
## 2128 786.54919 1 0.7142857 2890.800
## 2129 1179.82385 1 0.7142857 4413.580
## 2130 786.54919 1 0.7142857 4118.660
## 2131 2359.64771 1 0.7142857 6375.820
## 2132 786.54919 1 0.7142857 3853.305
## 2133 1966.37305 1 0.7142857 3633.940
## 2134 2359.64771 1 0.7142857 6918.210
## 2135 1966.37305 1 0.7142857 5813.720
## 2136 1966.37305 1 0.7142857 5505.903
## 2137 1179.82385 1 0.7142857 7993.500
## 2138 1384.76294 1 0.7142857 7564.260
## 2139 2215.62085 1 0.7142857 5699.840
## 2140 553.90521 1 0.7142857 8021.240
## 2141 553.90521 1 0.7142857 5553.840
## 2142 830.85779 1 0.7142857 9326.480
## 2143 553.90521 1 0.7142857 12509.279
## 2144 276.95261 1 0.7142857 5604.940
## 2145 276.95261 1 0.7142857 7615.360
## 2146 276.95261 1 0.7142857 6624.020
## 2147 553.90521 1 0.7142857 6566.106
## 2148 553.90521 1 0.7142857 7399.280
## 2149 553.90521 1 0.7142857 5037.000
## 2150 276.95261 1 0.7142857 6203.540
## 2151 276.95261 1 0.7142857 8876.800
## 2152 626.97052 1 0.7142857 1277.500
## 2153 313.48526 1 0.7142857 2109.700
## 2154 626.97052 1 0.7142857 2757.940
## 2155 313.48526 1 0.7142857 1435.180
## 2156 313.48526 1 0.7142857 781.100
## 2157 2194.39697 1 0.7142857 3540.500
## 2158 1253.94104 1 0.7142857 6538.610
## 2159 1567.42627 1 0.7142857 7723.400
## 2160 1253.94104 1 0.7142857 6466.827
## 2161 1253.94104 1 0.7142857 3073.300
## 2162 1253.94104 1 0.7142857 5274.737
## 2163 626.97052 1 0.7142857 2324.320
## 2164 313.48526 1 0.7142857 1223.480
## 2165 1567.42627 1 0.7142857 3946.949
## 2166 313.48526 1 0.7142857 2180.997
## 2167 486.54419 1 0.7142857 3600.360
## 2168 2919.26514 1 0.7142857 5602.993
## 2169 1946.17676 1 0.7142857 3758.040
## 2170 5351.98584 1 0.7142857 8465.080
## 2171 486.54419 1 0.7142857 3327.827
## 2172 486.54419 1 0.7142857 3753.660
## 2173 1459.63257 1 0.7142857 6101.583
## 2174 2919.26514 1 0.7142857 7159.889
## 2175 4378.89746 1 0.7142857 5950.474
## 2176 2919.26514 1 0.7142857 3858.780
## 2177 2919.26514 1 0.7142857 7041.336
## 2178 4378.89746 1 0.7142857 9357.141
## 2179 2432.72095 1 0.7142857 3476.016
## 2180 1946.17676 1 0.7142857 6506.003
## 2181 3892.35352 1 0.7142857 5488.626
## 2182 2833.45337 1 0.7142857 2833.860
## 2183 566.69067 1 0.7142857 2334.053
## 2184 1700.07190 1 0.7142857 5650.200
## 2185 1700.07190 1 0.7142857 1801.640
## 2186 1700.07190 1 0.7142857 211.700
## 2187 1700.07190 1 0.7142857 3590.140
## 2188 566.69067 1 0.7142857 1414.740
## 2189 566.69067 1 0.7142857 708.100
## 2190 566.69067 1 0.7142857 2296.580
## 2191 2266.76270 1 0.7142857 6670.740
## 2192 566.69067 1 0.7142857 2807.580
## 2193 2833.45337 1 0.7142857 5933.440
## 2194 1133.38135 1 0.7142857 4774.200
## 2195 1700.07190 1 0.7142857 5124.600
## 2196 6074.31445 1 0.7142857 10002.460
## 2197 3904.91626 1 0.7142857 3952.950
## 2198 2169.39795 1 0.7142857 10186.177
## 2199 867.75916 1 0.7142857 3896.740
## 2200 2169.39795 1 0.7142857 5086.640
## 2201 1301.63879 1 0.7142857 6712.107
## 2202 433.87958 1 0.7142857 2709.273
## 2203 867.75916 1 0.7142857 2248.887
## 2204 1735.51831 1 0.7142857 4993.200
## 2205 433.87958 1 0.7142857 5534.860
## 2206 1301.63879 1 0.7142857 1487.740
## 2207 1735.51831 1 0.7142857 6081.387
## 2208 1735.51831 1 0.7142857 4679.300
## 2209 433.87958 1 0.7142857 5343.600
## 2210 867.75916 1 0.7142857 7435.780
## 2211 2456.56738 1 0.7142857 8235.860
## 2212 1637.71167 1 0.7142857 10114.393
## 2213 2456.56738 1 0.7142857 6384.094
## 2214 1637.71167 1 0.7142857 7563.287
## 2215 1091.80774 1 0.7142857 8084.507
## 2216 818.85583 1 0.7142857 7064.940
## 2217 1637.71167 1 0.7142857 4620.170
## 2218 1910.66357 1 0.7142857 9979.588
## 2219 1091.80774 1 0.7142857 5087.126
## 2220 1364.75964 1 0.7142857 7172.006
## 2221 1637.71167 1 0.7142857 7621.200
## 2222 1091.80774 1 0.7142857 6454.173
## 2223 1091.80774 1 0.7142857 7627.526
## 2224 545.90387 1 0.7142857 3122.940
## 2225 1091.80774 1 0.7142857 7485.420
## 2226 3086.90381 1 0.7142857 5247.240
## 2227 440.98624 1 0.7142857 4699.740
## 2228 1322.95874 1 0.7142857 2747.720
## 2229 2645.91748 1 0.7142857 6445.900
## 2230 440.98624 1 0.7142857 2980.468
## 2231 440.98624 1 0.7142857 3953.680
## 2232 1322.95874 1 0.7142857 4911.440
## 2233 881.97247 1 0.7142857 3460.200
## 2234 2204.93115 1 0.7142857 3209.080
## 2235 440.98624 1 0.7142857 3334.762
## 2236 1763.94495 1 0.7142857 5451.640
## 2237 2645.91748 1 0.7142857 9250.560
## 2238 1322.95874 1 0.7142857 7072.727
## 2239 440.98624 1 0.7142857 2044.000
## 2240 1649.60840 1 0.7142857 8376.020
## 2241 3299.21680 1 0.7142857 8352.660
## 2242 7423.23779 1 0.7142857 11777.819
## 2243 1649.60840 1 0.7142857 5797.660
## 2244 3299.21680 1 0.7142857 7729.240
## 2245 1649.60840 1 0.7142857 5549.460
## 2246 4124.02100 1 0.7142857 8716.200
## 2247 4124.02100 1 0.7142857 5406.380
## 2248 1649.60840 1 0.7142857 6494.080
## 2249 1649.60840 1 0.7142857 8266.520
## 2250 824.80420 1 0.7142857 4282.180
## 2251 824.80420 1 0.7142857 6421.080
## 2252 4124.02100 1 0.7142857 7679.600
## 2253 554.92944 1 0.7142857 4909.980
## 2254 1664.78833 1 0.7142857 4636.960
## 2255 2219.71777 1 0.7142857 5321.700
## 2256 3329.57666 1 0.7142857 5295.420
## 2257 554.92944 1 0.7142857 2290.740
## 2258 3329.57666 1 0.7142857 5475.730
## 2259 554.92944 1 0.7142857 1971.000
## 2260 1664.78833 1 0.7142857 4962.540
## 2261 1664.78833 1 0.7142857 4492.420
## 2262 1109.85889 1 0.7142857 12629.000
## 2263 3884.50610 1 0.7142857 5707.140
## 2264 1664.78833 1 0.7142857 5058.900
## 2265 1664.78833 1 0.7142857 5276.440
## 2266 494.31931 1 0.7142857 2089.260
## 2267 494.31931 1 0.7142857 3771.180
## 2268 494.31931 1 0.7142857 1203.040
## 2269 494.31931 1 0.7142857 951.920
## 2270 1977.27722 1 0.7142857 2922.920
## 2271 1482.95789 1 0.7142857 3708.400
## 2272 494.31931 1 0.7142857 776.720
## 2273 2471.59644 1 0.7142857 5060.360
## 2274 494.31931 1 0.7142857 1488.660
## 2275 494.31931 1 0.7142857 1483.360
## 2276 1977.27722 1 0.7142857 5920.300
## 2277 2965.91577 1 0.7142857 8367.017
## 2278 494.31931 1 0.7142857 700.800
## 2279 988.63861 1 0.7142857 2677.640
## 2280 364.99057 1 0.7142857 3960.980
## 2281 2189.94336 1 0.7142857 6716.000
## 2282 1459.96228 1 0.7142857 4517.240
## 2283 1824.95288 1 0.7142857 5063.280
## 2284 729.98114 1 0.7142857 3508.380
## 2285 1824.95288 1 0.7142857 3416.400
## 2286 364.99057 1 0.7142857 2917.080
## 2287 1824.95288 1 0.7142857 6787.540
## 2288 4744.87744 1 0.7142857 6266.320
## 2289 364.99057 1 0.7142857 3059.235
## 2290 1824.95288 1 0.7142857 5222.420
## 2291 729.98114 1 0.7142857 7812.460
## 2292 1824.95288 1 0.7142857 4085.080
## 2293 729.98114 1 0.7142857 2347.680
## 2294 2189.94336 1 0.7142857 4073.400
## 2295 4324.64746 1 0.7142857 2877.660
## 2296 3459.71826 1 0.7142857 6259.020
## 2297 864.92957 1 0.7142857 2185.620
## 2298 3459.71826 1 0.7142857 5311.480
## 2299 4324.64746 1 0.7142857 5879.420
## 2300 2594.78857 1 0.7142857 6807.980
## 2301 3459.71826 1 0.7142857 3779.940
## 2302 2594.78857 1 0.7142857 3105.420
## 2303 3459.71826 1 0.7142857 3841.260
## 2304 6919.43652 1 0.7142857 6983.180
## 2305 3459.71826 1 0.7142857 2319.940
## 2306 864.92957 1 0.7142857 871.620
## 2307 3459.71826 1 0.7142857 3882.140
## 2308 3459.71826 1 0.7142857 2851.380
## 2309 956.52399 1 0.7142857 3819.360
## 2310 1913.04797 1 0.7142857 2842.620
## 2311 956.52399 1 0.7142857 6669.280
## 2312 2391.31006 1 0.7142857 5409.300
## 2313 956.52399 1 0.7142857 3985.800
## 2314 478.26199 1 0.7142857 2175.400
## 2315 1434.78601 1 0.7142857 4168.300
## 2316 1913.04797 1 0.7142857 3108.340
## 2317 3347.83398 1 0.7142857 7235.760
## 2318 3347.83398 1 0.7142857 7526.300
## 2319 1434.78601 1 0.7142857 3587.220
## 2320 4782.62012 1 0.7142857 7409.500
## 2321 3347.83398 1 0.7142857 10713.479
## 2322 590.59491 1 0.7142857 3298.627
## 2323 295.29745 1 0.7142857 6115.356
## 2324 147.64873 1 0.7142857 4260.523
## 2325 738.24365 1 0.7142857 5578.660
## 2326 147.64873 1 0.7142857 1629.360
## 2327 147.64873 1 0.7142857 3440.977
## 2328 295.29745 1 0.7142857 6296.493
## 2329 147.64873 1 0.7142857 4054.420
## 2330 147.64873 1 0.7142857 2303.880
## 2331 147.64873 1 0.7142857 2920.487
## 2332 147.64873 1 0.7142857 2940.440
## 2333 738.24365 1 0.7142857 4925.067
## 2334 738.24365 1 0.7142857 4028.870
## 2335 295.29745 1 0.7142857 4241.300
## 2336 885.89233 1 0.7142857 7259.364
## 2337 3572.68848 1 0.7142857 4920.687
## 2338 1786.34424 1 0.7142857 3298.627
## 2339 1190.89612 1 0.7142857 4839.656
## 2340 595.44806 1 0.7142857 3460.200
## 2341 2977.24048 1 0.7142857 4970.326
## 2342 2381.79224 1 0.7142857 6101.340
## 2343 595.44806 1 0.7142857 7196.827
## 2344 595.44806 1 0.7142857 3226.052
## 2345 2381.79224 1 0.7142857 6883.291
## 2346 1786.34424 1 0.7142857 5438.500
## 2347 595.44806 1 0.7142857 3783.955
## 2348 595.44806 1 0.7142857 3679.200
## 2349 595.44806 1 0.7142857 3682.972
## 2350 1786.34424 1 0.7142857 3394.986
## 2351 4168.13672 1 0.7142857 5956.873
## 2352 4966.29053 1 0.7142857 7310.220
## 2353 2897.00269 1 0.7142857 3744.900
## 2354 413.85754 1 0.7142857 1460.000
## 2355 2483.14526 1 0.7142857 4562.500
## 2356 413.85754 1 0.7142857 3230.980
## 2357 1655.43018 1 0.7142857 3023.660
## 2358 4552.43311 1 0.7142857 4088.000
## 2359 413.85754 1 0.7142857 1319.840
## 2360 2897.00269 1 0.7142857 4396.060
## 2361 1655.43018 1 0.7142857 3852.940
## 2362 2069.28760 1 0.7142857 2979.860
## 2363 413.85754 1 0.7142857 2027.940
## 2364 2483.14526 1 0.7142857 4602.407
## 2365 827.71509 1 0.7142857 2379.800
## 2366 3310.86035 1 0.7142857 5072.040
## 2367 1293.64282 1 0.7142857 5767.000
## 2368 1293.64282 1 0.7142857 3521.520
## 2369 1293.64282 1 0.7142857 3514.220
## 2370 323.41071 1 0.7142857 832.200
## 2371 970.23218 1 0.7142857 8913.300
## 2372 1293.64282 1 0.7142857 3645.620
## 2373 1617.05359 1 0.7142857 5127.520
## 2374 1940.46436 1 0.7142857 3866.080
## 2375 646.82141 1 0.7142857 3185.720
## 2376 1293.64282 1 0.7142857 3359.460
## 2377 970.23218 1 0.7142857 3457.280
## 2378 646.82141 1 0.7142857 4464.680
## 2379 646.82141 1 0.7142857 2550.652
## 2380 3234.10718 1 0.7142857 12969.180
## [ reached 'max' / getOption("max.print") -- omitted 11629 rows ]
Left outer join with GSS data
Return all rows from the left table, and any rows with matching keys from the right table.
merge(x = GHA_BASICINFO, y = GHA_EXPFOOD, by = "hid", all.x = T)
## hid country.x region.x clust.x nh.x loc2.x loc5.x loc7.x survemo.x
## 1 70001/01 Ghana 1 70001 1 1 2 2 10
## 2 70001/02 Ghana 1 70001 2 1 2 2 10
## 3 70001/03 Ghana 1 70001 3 1 2 2 10
## 4 70001/04 Ghana 1 70001 4 1 2 2 10
## 5 70001/05 Ghana 1 70001 5 1 2 2 10
## 6 70001/06 Ghana 1 70001 6 1 2 2 10
## 7 70001/07 Ghana 1 70001 7 1 2 2 10
## 8 70001/08 Ghana 1 70001 8 1 2 2 10
## 9 70001/09 Ghana 1 70001 9 1 2 2 10
## 10 70001/10 Ghana 1 70001 10 1 2 2 10
## 11 70001/11 Ghana 1 70001 11 1 2 2 10
## 12 70001/12 Ghana 1 70001 12 1 2 2 10
## 13 70001/14 Ghana 1 70001 14 1 2 2 10
## 14 70001/15 Ghana 1 70001 15 1 2 2 10
## 15 70002/01 Ghana 1 70002 1 1 2 2 10
## 16 70002/02 Ghana 1 70002 2 1 2 2 10
## 17 70002/03 Ghana 1 70002 3 1 2 2 10
## 18 70002/04 Ghana 1 70002 4 1 2 2 10
## 19 70002/05 Ghana 1 70002 5 1 2 2 10
## 20 70002/06 Ghana 1 70002 6 1 2 2 10
## 21 70002/07 Ghana 1 70002 7 1 2 2 10
## 22 70002/08 Ghana 1 70002 8 1 2 2 10
## 23 70002/09 Ghana 1 70002 9 1 2 2 10
## 24 70002/10 Ghana 1 70002 10 1 2 2 10
## 25 70002/11 Ghana 1 70002 11 1 2 2 10
## 26 70002/13 Ghana 1 70002 13 1 2 2 10
## 27 70002/14 Ghana 1 70002 14 1 2 2 10
## 28 70002/15 Ghana 1 70002 15 1 2 2 10
## 29 70003/01 Ghana 1 70003 1 1 2 2 11
## 30 70003/03 Ghana 1 70003 3 1 2 2 11
## 31 70003/04 Ghana 1 70003 4 1 2 2 11
## 32 70003/05 Ghana 1 70003 5 1 2 2 12
## 33 70003/06 Ghana 1 70003 6 1 2 2 12
## 34 70003/07 Ghana 1 70003 7 1 2 2 12
## 35 70003/09 Ghana 1 70003 9 1 2 2 11
## 36 70003/10 Ghana 1 70003 10 1 2 2 12
## 37 70003/11 Ghana 1 70003 11 1 2 2 11
## 38 70003/12 Ghana 1 70003 12 1 2 2 12
## 39 70003/13 Ghana 1 70003 13 1 2 2 11
## 40 70003/14 Ghana 1 70003 14 1 2 2 12
## 41 70004/01 Ghana 1 70004 1 1 2 2 1
## 42 70004/02 Ghana 1 70004 2 1 2 2 1
## 43 70004/03 Ghana 1 70004 3 1 2 2 1
## 44 70004/05 Ghana 1 70004 5 1 2 2 1
## 45 70004/06 Ghana 1 70004 6 1 2 2 1
## 46 70004/07 Ghana 1 70004 7 1 2 2 1
## 47 70004/08 Ghana 1 70004 8 1 2 2 1
## 48 70004/09 Ghana 1 70004 9 1 2 2 1
## 49 70004/10 Ghana 1 70004 10 1 2 2 1
## 50 70004/11 Ghana 1 70004 11 1 2 2 1
## 51 70004/12 Ghana 1 70004 12 1 2 2 1
## 52 70004/14 Ghana 1 70004 14 1 2 2 1
## 53 70004/15 Ghana 1 70004 15 1 2 2 1
## 54 70005/01 Ghana 1 70005 1 1 2 2 2
## 55 70005/02 Ghana 1 70005 2 1 2 2 2
## 56 70005/03 Ghana 1 70005 3 1 2 2 2
## 57 70005/04 Ghana 1 70005 4 1 2 2 2
## 58 70005/05 Ghana 1 70005 5 1 2 2 2
## 59 70005/06 Ghana 1 70005 6 1 2 2 2
## 60 70005/07 Ghana 1 70005 7 1 2 2 2
## 61 70005/08 Ghana 1 70005 8 1 2 2 2
## 62 70005/09 Ghana 1 70005 9 1 2 2 2
## 63 70005/10 Ghana 1 70005 10 1 2 2 2
## 64 70005/11 Ghana 1 70005 11 1 2 2 2
## 65 70005/12 Ghana 1 70005 12 1 2 2 2
## 66 70005/13 Ghana 1 70005 13 1 2 2 2
## 67 70005/14 Ghana 1 70005 14 1 2 2 2
## 68 70005/15 Ghana 1 70005 15 1 2 2 2
## 69 70006/01 Ghana 1 70006 1 1 2 2 3
## 70 70006/02 Ghana 1 70006 2 1 2 2 3
## 71 70006/03 Ghana 1 70006 3 1 2 2 3
## 72 70006/04 Ghana 1 70006 4 1 2 2 3
## 73 70006/05 Ghana 1 70006 5 1 2 2 3
## 74 70006/06 Ghana 1 70006 6 1 2 2 3
## 75 70006/07 Ghana 1 70006 7 1 2 2 3
## 76 70006/08 Ghana 1 70006 8 1 2 2 3
## 77 70006/09 Ghana 1 70006 9 1 2 2 3
## 78 70006/10 Ghana 1 70006 10 1 2 2 3
## 79 70006/12 Ghana 1 70006 12 1 2 2 3
## 80 70006/13 Ghana 1 70006 13 1 2 2 3
## 81 70006/14 Ghana 1 70006 14 1 2 2 3
## 82 70006/15 Ghana 1 70006 15 1 2 2 3
## 83 70007/01 Ghana 1 70007 1 1 2 2 5
## 84 70007/02 Ghana 1 70007 2 1 2 2 5
## 85 70007/03 Ghana 1 70007 3 1 2 2 5
## 86 70007/04 Ghana 1 70007 4 1 2 2 5
## 87 70007/05 Ghana 1 70007 5 1 2 2 6
## 88 70007/06 Ghana 1 70007 6 1 2 2 5
## 89 70007/07 Ghana 1 70007 7 1 2 2 5
## 90 70007/08 Ghana 1 70007 8 1 2 2 5
## 91 70007/10 Ghana 1 70007 10 1 2 2 5
## 92 70007/11 Ghana 1 70007 11 1 2 2 5
## 93 70007/12 Ghana 1 70007 12 1 2 2 5
## 94 70007/13 Ghana 1 70007 13 1 2 2 6
## 95 70007/14 Ghana 1 70007 14 1 2 2 5
## 96 70007/15 Ghana 1 70007 15 1 2 2 6
## 97 70008/01 Ghana 1 70008 1 1 2 2 5
## 98 70008/02 Ghana 1 70008 2 1 2 2 5
## 99 70008/03 Ghana 1 70008 3 1 2 2 5
## 100 70008/04 Ghana 1 70008 4 1 2 2 6
## 101 70008/06 Ghana 1 70008 6 1 2 2 5
## 102 70008/07 Ghana 1 70008 7 1 2 2 5
## 103 70008/08 Ghana 1 70008 8 1 2 2 5
## 104 70008/09 Ghana 1 70008 9 1 2 2 5
## 105 70008/10 Ghana 1 70008 10 1 2 2 5
## 106 70008/11 Ghana 1 70008 11 1 2 2 5
## 107 70008/12 Ghana 1 70008 12 1 2 2 6
## 108 70008/13 Ghana 1 70008 13 1 2 2 5
## 109 70008/14 Ghana 1 70008 14 1 2 2 5
## 110 70008/15 Ghana 1 70008 15 1 2 2 5
## 111 70009/01 Ghana 1 70009 1 1 2 2 5
## 112 70009/02 Ghana 1 70009 2 1 2 2 5
## 113 70009/03 Ghana 1 70009 3 1 2 2 5
## 114 70009/04 Ghana 1 70009 4 1 2 2 5
## 115 70009/06 Ghana 1 70009 6 1 2 2 5
## 116 70009/07 Ghana 1 70009 7 1 2 2 5
## 117 70009/08 Ghana 1 70009 8 1 2 2 5
## 118 70009/09 Ghana 1 70009 9 1 2 2 6
## 119 70009/10 Ghana 1 70009 10 1 2 2 6
## 120 70009/11 Ghana 1 70009 11 1 2 2 5
## 121 70009/12 Ghana 1 70009 12 1 2 2 5
## 122 70009/14 Ghana 1 70009 14 1 2 2 5
## 123 70009/15 Ghana 1 70009 15 1 2 2 5
## 124 70010/02 Ghana 1 70010 2 1 2 2 9
## 125 70010/03 Ghana 1 70010 3 1 2 2 9
## 126 70010/04 Ghana 1 70010 4 1 2 2 9
## 127 70010/05 Ghana 1 70010 5 1 2 2 9
## 128 70010/06 Ghana 1 70010 6 1 2 2 9
## 129 70010/07 Ghana 1 70010 7 1 2 2 9
## 130 70010/08 Ghana 1 70010 8 1 2 2 9
## 131 70010/09 Ghana 1 70010 9 1 2 2 9
## 132 70010/11 Ghana 1 70010 11 1 2 2 9
## 133 70010/14 Ghana 1 70010 14 1 2 2 9
## 134 70011/01 Ghana 1 70011 1 1 2 2 3
## 135 70011/02 Ghana 1 70011 2 1 2 2 3
## 136 70011/04 Ghana 1 70011 4 1 2 2 3
## 137 70011/05 Ghana 1 70011 5 1 2 2 3
## 138 70011/06 Ghana 1 70011 6 1 2 2 3
## 139 70011/07 Ghana 1 70011 7 1 2 2 3
## 140 70011/08 Ghana 1 70011 8 1 2 2 3
## 141 70011/09 Ghana 1 70011 9 1 2 2 3
## 142 70011/10 Ghana 1 70011 10 1 2 2 3
## 143 70011/11 Ghana 1 70011 11 1 2 2 3
## 144 70011/13 Ghana 1 70011 13 1 2 2 3
## 145 70011/14 Ghana 1 70011 14 1 2 2 3
## 146 70012/01 Ghana 1 70012 1 1 2 2 6
## 147 70012/02 Ghana 1 70012 2 1 2 2 5
## 148 70012/03 Ghana 1 70012 3 1 2 2 6
## 149 70012/05 Ghana 1 70012 5 1 2 2 5
## 150 70012/06 Ghana 1 70012 6 1 2 2 5
## 151 70012/07 Ghana 1 70012 7 1 2 2 5
## 152 70012/08 Ghana 1 70012 8 1 2 2 5
## 153 70012/10 Ghana 1 70012 10 1 2 2 5
## 154 70012/11 Ghana 1 70012 11 1 2 2 5
## 155 70012/12 Ghana 1 70012 12 1 2 2 5
## 156 70012/13 Ghana 1 70012 13 1 2 2 5
## 157 70012/14 Ghana 1 70012 14 1 2 2 5
## 158 70013/02 Ghana 1 70013 2 1 2 2 7
## 159 70013/03 Ghana 1 70013 3 1 2 2 7
## 160 70013/04 Ghana 1 70013 4 1 2 2 7
## 161 70013/05 Ghana 1 70013 5 1 2 2 7
## 162 70013/06 Ghana 1 70013 6 1 2 2 7
## 163 70013/07 Ghana 1 70013 7 1 2 2 7
## 164 70013/08 Ghana 1 70013 8 1 2 2 7
## 165 70013/09 Ghana 1 70013 9 1 2 2 7
## 166 70013/10 Ghana 1 70013 10 1 2 2 7
## 167 70013/11 Ghana 1 70013 11 1 2 2 7
## 168 70013/12 Ghana 1 70013 12 1 2 2 7
## 169 70013/14 Ghana 1 70013 14 1 2 2 7
## 170 70013/15 Ghana 1 70013 15 1 2 2 7
## 171 70014/01 Ghana 1 70014 1 1 2 2 4
## 172 70014/02 Ghana 1 70014 2 1 2 2 4
## 173 70014/03 Ghana 1 70014 3 1 2 2 4
## 174 70014/05 Ghana 1 70014 5 1 2 2 4
## 175 70014/06 Ghana 1 70014 6 1 2 2 4
## 176 70014/07 Ghana 1 70014 7 1 2 2 4
## 177 70014/09 Ghana 1 70014 9 1 2 2 4
## 178 70014/11 Ghana 1 70014 11 1 2 2 4
## 179 70014/12 Ghana 1 70014 12 1 2 2 4
## 180 70014/13 Ghana 1 70014 13 1 2 2 4
## 181 70014/14 Ghana 1 70014 14 1 2 2 4
## 182 70014/15 Ghana 1 70014 15 1 2 2 4
## 183 70015/01 Ghana 1 70015 1 1 2 2 4
## 184 70015/02 Ghana 1 70015 2 1 2 2 4
## 185 70015/03 Ghana 1 70015 3 1 2 2 4
## 186 70015/04 Ghana 1 70015 4 1 2 2 4
## 187 70015/05 Ghana 1 70015 5 1 2 2 4
## 188 70015/06 Ghana 1 70015 6 1 2 2 4
## 189 70015/07 Ghana 1 70015 7 1 2 2 4
## 190 70015/08 Ghana 1 70015 8 1 2 2 4
## 191 70015/09 Ghana 1 70015 9 1 2 2 4
## 192 70015/10 Ghana 1 70015 10 1 2 2 4
## 193 70015/11 Ghana 1 70015 11 1 2 2 4
## 194 70015/12 Ghana 1 70015 12 1 2 2 4
## 195 70015/13 Ghana 1 70015 13 1 2 2 4
## 196 70015/14 Ghana 1 70015 14 1 2 2 4
## 197 70016/01 Ghana 1 70016 1 1 2 2 7
## 198 70016/03 Ghana 1 70016 3 1 2 2 7
## 199 70016/04 Ghana 1 70016 4 1 2 2 7
## 200 70016/05 Ghana 1 70016 5 1 2 2 7
## 201 70016/06 Ghana 1 70016 6 1 2 2 7
## 202 70016/07 Ghana 1 70016 7 1 2 2 7
## 203 70016/08 Ghana 1 70016 8 1 2 2 7
## 204 70016/09 Ghana 1 70016 9 1 2 2 7
## 205 70016/10 Ghana 1 70016 10 1 2 2 7
## 206 70016/11 Ghana 1 70016 11 1 2 2 7
## 207 70016/12 Ghana 1 70016 12 1 2 2 7
## 208 70016/15 Ghana 1 70016 15 1 2 2 7
## 209 70017/01 Ghana 1 70017 1 1 2 2 7
## 210 70017/03 Ghana 1 70017 3 1 2 2 7
## 211 70017/04 Ghana 1 70017 4 1 2 2 7
## 212 70017/05 Ghana 1 70017 5 1 2 2 7
## 213 70017/06 Ghana 1 70017 6 1 2 2 7
## 214 70017/07 Ghana 1 70017 7 1 2 2 7
## 215 70017/10 Ghana 1 70017 10 1 2 2 7
## 216 70017/12 Ghana 1 70017 12 1 2 2 7
## 217 70017/13 Ghana 1 70017 13 1 2 2 7
## 218 70017/14 Ghana 1 70017 14 1 2 2 7
## 219 70017/15 Ghana 1 70017 15 1 2 2 7
## 220 70018/02 Ghana 1 70018 2 1 2 2 7
## 221 70018/03 Ghana 1 70018 3 1 2 2 7
## 222 70018/05 Ghana 1 70018 5 1 2 2 7
## 223 70018/07 Ghana 1 70018 7 1 2 2 7
## 224 70018/08 Ghana 1 70018 8 1 2 2 7
## 225 70018/09 Ghana 1 70018 9 1 2 2 7
## 226 70018/10 Ghana 1 70018 10 1 2 2 7
## 227 70018/11 Ghana 1 70018 11 1 2 2 7
## 228 70018/12 Ghana 1 70018 12 1 2 2 7
## 229 70018/13 Ghana 1 70018 13 1 2 2 6
## 230 70018/14 Ghana 1 70018 14 1 2 2 7
## 231 70019/01 Ghana 1 70019 1 1 2 2 8
## 232 70019/02 Ghana 1 70019 2 1 2 2 8
## 233 70019/03 Ghana 1 70019 3 1 2 2 8
## 234 70019/05 Ghana 1 70019 5 1 2 2 8
## 235 70019/06 Ghana 1 70019 6 1 2 2 8
## 236 70019/07 Ghana 1 70019 7 1 2 2 8
## 237 70019/08 Ghana 1 70019 8 1 2 2 8
## 238 70019/09 Ghana 1 70019 9 1 2 2 8
## 239 70019/10 Ghana 1 70019 10 1 2 2 8
## 240 70019/12 Ghana 1 70019 12 1 2 2 8
## 241 70019/13 Ghana 1 70019 13 1 2 2 8
## 242 70019/15 Ghana 1 70019 15 1 2 2 8
## 243 70020/01 Ghana 1 70020 1 1 2 2 9
## 244 70020/03 Ghana 1 70020 3 1 2 2 9
## 245 70020/04 Ghana 1 70020 4 1 2 2 9
## 246 70020/05 Ghana 1 70020 5 1 2 2 9
## 247 70020/06 Ghana 1 70020 6 1 2 2 9
## 248 70020/08 Ghana 1 70020 8 1 2 2 9
## 249 70020/10 Ghana 1 70020 10 1 2 2 9
## 250 70020/11 Ghana 1 70020 11 1 2 2 9
## 251 70020/12 Ghana 1 70020 12 1 2 2 9
## 252 70020/15 Ghana 1 70020 15 1 2 2 9
## 253 70021/01 Ghana 1 70021 1 1 2 2 8
## 254 70021/02 Ghana 1 70021 2 1 2 2 8
## 255 70021/03 Ghana 1 70021 3 1 2 2 8
## 256 70021/04 Ghana 1 70021 4 1 2 2 8
## 257 70021/05 Ghana 1 70021 5 1 2 2 8
## 258 70021/06 Ghana 1 70021 6 1 2 2 8
## 259 70021/08 Ghana 1 70021 8 1 2 2 8
## 260 70021/09 Ghana 1 70021 9 1 2 2 8
## 261 70021/10 Ghana 1 70021 10 1 2 2 8
## 262 70021/11 Ghana 1 70021 11 1 2 2 8
## 263 70021/14 Ghana 1 70021 14 1 2 2 8
## 264 70022/01 Ghana 1 70022 1 1 2 2 9
## 265 70022/03 Ghana 1 70022 3 1 2 2 9
## 266 70022/04 Ghana 1 70022 4 1 2 2 9
## 267 70022/05 Ghana 1 70022 5 1 2 2 9
## 268 70022/09 Ghana 1 70022 9 1 2 2 9
## 269 70022/10 Ghana 1 70022 10 1 2 2 9
## 270 70022/11 Ghana 1 70022 11 1 2 2 9
## 271 70022/14 Ghana 1 70022 14 1 2 2 9
## 272 70022/15 Ghana 1 70022 15 1 2 2 9
## 273 70023/01 Ghana 1 70023 1 1 2 2 8
## 274 70023/02 Ghana 1 70023 2 1 2 2 8
## 275 70023/03 Ghana 1 70023 3 1 2 2 8
## 276 70023/05 Ghana 1 70023 5 1 2 2 8
## 277 70023/07 Ghana 1 70023 7 1 2 2 8
## 278 70023/08 Ghana 1 70023 8 1 2 2 8
## 279 70023/10 Ghana 1 70023 10 1 2 2 8
## 280 70023/11 Ghana 1 70023 11 1 2 2 8
## 281 70023/12 Ghana 1 70023 12 1 2 2 8
## 282 70023/13 Ghana 1 70023 13 1 2 2 8
## 283 70023/14 Ghana 1 70023 14 1 2 2 8
## 284 70023/15 Ghana 1 70023 15 1 2 2 8
## 285 70024/01 Ghana 1 70024 1 1 2 2 9
## 286 70024/02 Ghana 1 70024 2 1 2 2 9
## 287 70024/04 Ghana 1 70024 4 1 2 2 9
## 288 70024/05 Ghana 1 70024 5 1 2 2 9
## 289 70024/07 Ghana 1 70024 7 1 2 2 9
## 290 70024/09 Ghana 1 70024 9 1 2 2 9
## 291 70024/10 Ghana 1 70024 10 1 2 2 9
## 292 70024/11 Ghana 1 70024 11 1 2 2 9
## 293 70024/12 Ghana 1 70024 12 1 2 2 9
## 294 70024/14 Ghana 1 70024 14 1 2 2 9
## 295 70024/15 Ghana 1 70024 15 1 2 2 7
## 296 70025/01 Ghana 1 70025 1 1 2 2 1
## 297 70025/02 Ghana 1 70025 2 1 2 2 4
## 298 70025/03 Ghana 1 70025 3 1 2 2 4
## 299 70025/05 Ghana 1 70025 5 1 2 2 4
## 300 70025/06 Ghana 1 70025 6 1 2 2 4
## 301 70025/08 Ghana 1 70025 8 1 2 2 4
## 302 70025/09 Ghana 1 70025 9 1 2 2 4
## 303 70025/10 Ghana 1 70025 10 1 2 2 4
## 304 70025/11 Ghana 1 70025 11 1 2 2 4
## 305 70025/12 Ghana 1 70025 12 1 2 2 4
## 306 70025/13 Ghana 1 70025 13 1 2 2 4
## 307 70025/14 Ghana 1 70025 14 1 2 2 4
## 308 70025/15 Ghana 1 70025 15 1 2 2 4
## 309 70026/01 Ghana 1 70026 1 1 2 2 8
## 310 70026/02 Ghana 1 70026 2 1 2 2 8
## 311 70026/03 Ghana 1 70026 3 1 2 2 8
## 312 70026/05 Ghana 1 70026 5 1 2 2 8
## 313 70026/06 Ghana 1 70026 6 1 2 2 8
## 314 70026/07 Ghana 1 70026 7 1 2 2 8
## 315 70026/08 Ghana 1 70026 8 1 2 2 8
## 316 70026/09 Ghana 1 70026 9 1 2 2 8
## 317 70026/12 Ghana 1 70026 12 1 2 2 8
## 318 70026/13 Ghana 1 70026 13 1 2 2 8
## 319 70026/14 Ghana 1 70026 14 1 2 2 8
## 320 70027/01 Ghana 1 70027 1 1 2 2 4
## 321 70027/02 Ghana 1 70027 2 1 2 2 4
## 322 70027/03 Ghana 1 70027 3 1 2 2 4
## 323 70027/04 Ghana 1 70027 4 1 2 2 4
## 324 70027/05 Ghana 1 70027 5 1 2 2 4
## 325 70027/06 Ghana 1 70027 6 1 2 2 4
## 326 70027/07 Ghana 1 70027 7 1 2 2 4
## 327 70027/08 Ghana 1 70027 8 1 2 2 4
## 328 70027/09 Ghana 1 70027 9 1 2 2 4
## 329 70027/11 Ghana 1 70027 11 1 2 2 4
## 330 70027/12 Ghana 1 70027 12 1 2 2 4
## 331 70027/13 Ghana 1 70027 13 1 2 2 4
## 332 70027/14 Ghana 1 70027 14 1 2 2 4
## 333 70027/15 Ghana 1 70027 15 1 2 2 4
## 334 70028/01 Ghana 1 70028 1 1 2 2 10
## 335 70028/02 Ghana 1 70028 2 1 2 2 10
## 336 70028/03 Ghana 1 70028 3 1 2 2 10
## 337 70028/04 Ghana 1 70028 4 1 2 2 10
## 338 70028/05 Ghana 1 70028 5 1 2 2 10
## 339 70028/06 Ghana 1 70028 6 1 2 2 10
## 340 70028/07 Ghana 1 70028 7 1 2 2 10
## 341 70028/08 Ghana 1 70028 8 1 2 2 10
## 342 70028/09 Ghana 1 70028 9 1 2 2 10
## 343 70028/10 Ghana 1 70028 10 1 2 2 10
## 344 70028/11 Ghana 1 70028 11 1 2 2 10
## 345 70028/12 Ghana 1 70028 12 1 2 2 10
## 346 70028/13 Ghana 1 70028 13 1 2 2 10
## 347 70028/14 Ghana 1 70028 14 1 2 2 10
## 348 70028/15 Ghana 1 70028 15 1 2 2 10
## 349 70029/01 Ghana 1 70029 1 1 2 2 10
## 350 70029/02 Ghana 1 70029 2 1 2 2 10
## 351 70029/03 Ghana 1 70029 3 1 2 2 10
## 352 70029/04 Ghana 1 70029 4 1 2 2 10
## 353 70029/05 Ghana 1 70029 5 1 2 2 10
## 354 70029/06 Ghana 1 70029 6 1 2 2 10
## 355 70029/07 Ghana 1 70029 7 1 2 2 10
## 356 70029/08 Ghana 1 70029 8 1 2 2 10
## 357 70029/09 Ghana 1 70029 9 1 2 2 10
## 358 70029/10 Ghana 1 70029 10 1 2 2 10
## 359 70029/11 Ghana 1 70029 11 1 2 2 10
## 360 70029/12 Ghana 1 70029 12 1 2 2 10
## 361 70029/13 Ghana 1 70029 13 1 2 2 10
## 362 70029/14 Ghana 1 70029 14 1 2 2 10
## 363 70029/15 Ghana 1 70029 15 1 2 2 10
## 364 70030/01 Ghana 1 70030 1 1 2 3 1
## 365 70030/02 Ghana 1 70030 2 1 2 3 1
## 366 70030/03 Ghana 1 70030 3 1 2 3 1
## 367 70030/04 Ghana 1 70030 4 1 2 3 1
## 368 70030/05 Ghana 1 70030 5 1 2 3 1
## 369 70030/06 Ghana 1 70030 6 1 2 3 1
## 370 70030/07 Ghana 1 70030 7 1 2 3 1
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## 2207 70160/12 Ghana 2 70160 12 2 3 5 12
## 2208 70160/13 Ghana 2 70160 13 2 3 5 12
## 2209 70160/14 Ghana 2 70160 14 2 3 5 12
## 2210 70160/15 Ghana 2 70160 15 2 3 5 12
## 2211 70161/01 Ghana 2 70161 1 2 3 5 11
## 2212 70161/02 Ghana 2 70161 2 2 3 5 11
## 2213 70161/03 Ghana 2 70161 3 2 3 5 11
## 2214 70161/04 Ghana 2 70161 4 2 3 5 11
## 2215 70161/05 Ghana 2 70161 5 2 3 5 12
## 2216 70161/06 Ghana 2 70161 6 2 3 5 11
## 2217 70161/07 Ghana 2 70161 7 2 3 5 12
## 2218 70161/08 Ghana 2 70161 8 2 3 5 12
## 2219 70161/09 Ghana 2 70161 9 2 3 5 11
## 2220 70161/10 Ghana 2 70161 10 2 3 5 12
## 2221 70161/11 Ghana 2 70161 11 2 3 5 12
## 2222 70161/12 Ghana 2 70161 12 2 3 5 12
## 2223 70161/13 Ghana 2 70161 13 2 3 5 12
## 2224 70161/14 Ghana 2 70161 14 2 3 5 12
## 2225 70161/15 Ghana 2 70161 15 2 3 5 12
## 2226 70162/01 Ghana 2 70162 1 2 3 5 2
## 2227 70162/02 Ghana 2 70162 2 2 3 5 2
## 2228 70162/03 Ghana 2 70162 3 2 3 5 2
## 2229 70162/04 Ghana 2 70162 4 2 3 5 2
## 2230 70162/05 Ghana 2 70162 5 2 3 5 2
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## 2232 70162/07 Ghana 2 70162 7 2 3 5 2
## 2233 70162/08 Ghana 2 70162 8 2 3 5 2
## 2234 70162/10 Ghana 2 70162 10 2 3 5 2
## 2235 70162/11 Ghana 2 70162 11 2 3 5 2
## 2236 70162/12 Ghana 2 70162 12 2 3 5 2
## 2237 70162/13 Ghana 2 70162 13 2 3 5 2
## 2238 70162/14 Ghana 2 70162 14 2 3 5 2
## 2239 70162/15 Ghana 2 70162 15 2 3 5 2
## 2240 70163/01 Ghana 2 70163 1 2 3 5 3
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## 2242 70163/03 Ghana 2 70163 3 2 3 5 3
## 2243 70163/04 Ghana 2 70163 4 2 3 5 3
## 2244 70163/05 Ghana 2 70163 5 2 3 5 3
## 2245 70163/06 Ghana 2 70163 6 2 3 5 3
## 2246 70163/08 Ghana 2 70163 8 2 3 5 3
## 2247 70163/09 Ghana 2 70163 9 2 3 5 3
## 2248 70163/11 Ghana 2 70163 11 2 3 5 3
## 2249 70163/12 Ghana 2 70163 12 2 3 5 3
## 2250 70163/13 Ghana 2 70163 13 2 3 5 3
## 2251 70163/14 Ghana 2 70163 14 2 3 5 3
## 2252 70163/15 Ghana 2 70163 15 2 3 5 3
## 2253 70164/01 Ghana 2 70164 1 2 3 5 5
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## 2255 70164/04 Ghana 2 70164 4 2 3 5 4
## 2256 70164/05 Ghana 2 70164 5 2 3 5 4
## 2257 70164/06 Ghana 2 70164 6 2 3 5 4
## 2258 70164/08 Ghana 2 70164 8 2 3 5 4
## 2259 70164/09 Ghana 2 70164 9 2 3 5 4
## 2260 70164/10 Ghana 2 70164 10 2 3 5 4
## 2261 70164/11 Ghana 2 70164 11 2 3 5 4
## 2262 70164/12 Ghana 2 70164 12 2 3 5 4
## 2263 70164/13 Ghana 2 70164 13 2 3 5 4
## 2264 70164/14 Ghana 2 70164 14 2 3 5 4
## 2265 70164/15 Ghana 2 70164 15 2 3 5 4
## 2266 70165/02 Ghana 2 70165 2 2 3 5 11
## 2267 70165/03 Ghana 2 70165 3 2 3 5 12
## 2268 70165/04 Ghana 2 70165 4 2 3 5 12
## 2269 70165/05 Ghana 2 70165 5 2 3 5 12
## 2270 70165/06 Ghana 2 70165 6 2 3 5 11
## 2271 70165/07 Ghana 2 70165 7 2 3 5 11
## 2272 70165/08 Ghana 2 70165 8 2 3 5 11
## 2273 70165/09 Ghana 2 70165 9 2 3 5 11
## 2274 70165/10 Ghana 2 70165 10 2 3 5 11
## 2275 70165/11 Ghana 2 70165 11 2 3 5 12
## 2276 70165/12 Ghana 2 70165 12 2 3 5 12
## 2277 70165/13 Ghana 2 70165 13 2 3 5 12
## 2278 70165/14 Ghana 2 70165 14 2 3 5 12
## 2279 70165/15 Ghana 2 70165 15 2 3 5 12
## 2280 70166/01 Ghana 2 70166 1 2 3 5 2
## 2281 70166/02 Ghana 2 70166 2 2 3 5 2
## 2282 70166/03 Ghana 2 70166 3 2 3 5 2
## 2283 70166/04 Ghana 2 70166 4 2 3 5 2
## 2284 70166/05 Ghana 2 70166 5 2 3 5 2
## 2285 70166/06 Ghana 2 70166 6 2 3 5 2
## 2286 70166/07 Ghana 2 70166 7 2 3 5 2
## 2287 70166/08 Ghana 2 70166 8 2 3 5 2
## 2288 70166/09 Ghana 2 70166 9 2 3 5 2
## 2289 70166/10 Ghana 2 70166 10 2 3 5 2
## 2290 70166/11 Ghana 2 70166 11 2 3 5 2
## 2291 70166/12 Ghana 2 70166 12 2 3 5 2
## 2292 70166/13 Ghana 2 70166 13 2 3 5 2
## 2293 70166/14 Ghana 2 70166 14 2 3 5 2
## 2294 70166/15 Ghana 2 70166 15 2 3 5 2
## 2295 70167/01 Ghana 2 70167 1 2 4 6 2
## 2296 70167/02 Ghana 2 70167 2 2 4 6 2
## 2297 70167/03 Ghana 2 70167 3 2 4 6 2
## 2298 70167/04 Ghana 2 70167 4 2 4 6 2
## 2299 70167/05 Ghana 2 70167 5 2 4 6 2
## 2300 70167/06 Ghana 2 70167 6 2 4 6 2
## 2301 70167/07 Ghana 2 70167 7 2 4 6 2
## 2302 70167/08 Ghana 2 70167 8 2 4 6 2
## 2303 70167/09 Ghana 2 70167 9 2 4 6 2
## 2304 70167/10 Ghana 2 70167 10 2 4 6 2
## 2305 70167/11 Ghana 2 70167 11 2 4 6 2
## 2306 70167/13 Ghana 2 70167 13 2 4 6 2
## 2307 70167/14 Ghana 2 70167 14 2 4 6 2
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## 2309 70168/01 Ghana 2 70168 1 2 4 6 4
## 2310 70168/02 Ghana 2 70168 2 2 4 6 4
## 2311 70168/03 Ghana 2 70168 3 2 4 6 4
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## 2315 70168/08 Ghana 2 70168 8 2 4 6 4
## 2316 70168/10 Ghana 2 70168 10 2 4 6 4
## 2317 70168/11 Ghana 2 70168 11 2 4 6 4
## 2318 70168/12 Ghana 2 70168 12 2 4 6 4
## 2319 70168/13 Ghana 2 70168 13 2 4 6 4
## 2320 70168/14 Ghana 2 70168 14 2 4 6 4
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## 2322 70169/01 Ghana 2 70169 1 2 3 5 12
## 2323 70169/02 Ghana 2 70169 2 2 3 5 12
## 2324 70169/03 Ghana 2 70169 3 2 3 5 12
## 2325 70169/04 Ghana 2 70169 4 2 3 5 12
## 2326 70169/05 Ghana 2 70169 5 2 3 5 12
## 2327 70169/06 Ghana 2 70169 6 2 3 5 12
## 2328 70169/07 Ghana 2 70169 7 2 3 5 12
## 2329 70169/08 Ghana 2 70169 8 2 3 5 12
## 2330 70169/09 Ghana 2 70169 9 2 3 5 12
## 2331 70169/10 Ghana 2 70169 10 2 3 5 12
## 2332 70169/11 Ghana 2 70169 11 2 3 5 12
## 2333 70169/12 Ghana 2 70169 12 2 3 5 12
## 2334 70169/13 Ghana 2 70169 13 2 3 5 12
## 2335 70169/14 Ghana 2 70169 14 2 3 5 12
## 2336 70169/15 Ghana 2 70169 15 2 3 5 12
## 2337 70170/01 Ghana 2 70170 1 2 3 5 11
## 2338 70170/02 Ghana 2 70170 2 2 3 5 11
## 2339 70170/03 Ghana 2 70170 3 2 3 5 11
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## 2343 70170/07 Ghana 2 70170 7 2 3 5 12
## 2344 70170/08 Ghana 2 70170 8 2 3 5 12
## 2345 70170/09 Ghana 2 70170 9 2 3 5 12
## 2346 70170/10 Ghana 2 70170 10 2 3 5 11
## 2347 70170/11 Ghana 2 70170 11 2 3 5 11
## 2348 70170/12 Ghana 2 70170 12 2 3 5 12
## 2349 70170/13 Ghana 2 70170 13 2 3 5 12
## 2350 70170/14 Ghana 2 70170 14 2 3 5 12
## 2351 70170/15 Ghana 2 70170 15 2 3 5 12
## 2352 70171/01 Ghana 2 70171 1 2 3 5 2
## 2353 70171/02 Ghana 2 70171 2 2 3 5 2
## 2354 70171/03 Ghana 2 70171 3 2 3 5 2
## 2355 70171/04 Ghana 2 70171 4 2 3 5 2
## 2356 70171/05 Ghana 2 70171 5 2 3 5 2
## 2357 70171/06 Ghana 2 70171 6 2 3 5 2
## 2358 70171/07 Ghana 2 70171 7 2 3 5 2
## 2359 70171/08 Ghana 2 70171 8 2 3 5 2
## 2360 70171/09 Ghana 2 70171 9 2 3 5 2
## 2361 70171/10 Ghana 2 70171 10 2 3 5 2
## 2362 70171/11 Ghana 2 70171 11 2 3 5 2
## 2363 70171/12 Ghana 2 70171 12 2 3 5 2
## 2364 70171/13 Ghana 2 70171 13 2 3 5 2
## 2365 70171/14 Ghana 2 70171 14 2 3 5 2
## 2366 70171/15 Ghana 2 70171 15 2 3 5 2
## 2367 70172/01 Ghana 2 70172 1 2 4 6 1
## 2368 70172/02 Ghana 2 70172 2 2 4 6 1
## 2369 70172/03 Ghana 2 70172 3 2 4 6 1
## 2370 70172/04 Ghana 2 70172 4 2 4 6 1
## 2371 70172/05 Ghana 2 70172 5 2 4 6 1
## 2372 70172/06 Ghana 2 70172 6 2 4 6 1
## 2373 70172/07 Ghana 2 70172 7 2 4 6 1
## 2374 70172/08 Ghana 2 70172 8 2 4 6 1
## 2375 70172/09 Ghana 2 70172 9 2 4 6 1
## 2376 70172/10 Ghana 2 70172 10 2 4 6 1
## 2377 70172/11 Ghana 2 70172 11 2 4 6 1
## 2378 70172/12 Ghana 2 70172 12 2 4 6 1
## 2379 70172/13 Ghana 2 70172 13 2 4 6 1
## 2380 70172/14 Ghana 2 70172 14 2 4 6 1
## surveyr.x eqsc.x hhsize.x WTA_S.x WTA_S_HHSIZE.x rururb.x FD_P
## 1 2016 0.76 1 482.56895 482.56894 2 0.00000
## 2 2016 5.59 7 482.56895 3377.98267 2 0.00000
## 3 2016 1.00 1 482.56895 482.56894 2 0.00000
## 4 2016 2.76 3 482.56895 1447.70691 2 0.00000
## 5 2016 6.71 9 482.56895 4343.12061 2 0.00000
## 6 2016 1.52 2 482.56895 965.13788 2 0.00000
## 7 2016 8.38 10 482.56895 4825.68945 2 0.00000
## 8 2016 1.45 2 482.56895 965.13788 2 0.00000
## 9 2016 3.80 5 482.56895 2412.84473 2 0.00000
## 10 2016 1.76 2 482.56895 965.13788 2 0.00000
## 11 2016 1.00 1 482.56895 482.56894 2 0.00000
## 12 2016 2.00 2 482.56895 965.13788 2 0.00000
## 13 2016 1.52 2 482.56895 965.13788 2 0.00000
## 14 2016 4.82 6 482.56895 2895.41382 2 0.00000
## 15 2016 1.00 1 490.16622 490.16623 2 0.00000
## 16 2016 2.79 3 490.16622 1470.49866 2 0.00000
## 17 2016 2.45 3 490.16622 1470.49866 2 0.00000
## 18 2016 4.56 7 490.16622 3431.16357 2 0.00000
## 19 2016 2.04 3 490.16622 1470.49866 2 0.00000
## 20 2016 1.55 2 490.16622 980.33246 2 0.00000
## 21 2016 2.28 3 490.16622 1470.49866 2 0.00000
## 22 2016 4.07 5 490.16622 2450.83105 2 0.00000
## 23 2016 1.00 1 490.16622 490.16623 2 0.00000
## 24 2016 4.62 6 490.16622 2940.99731 2 0.00000
## 25 2016 1.76 2 490.16622 980.33246 2 0.00000
## 26 2016 3.83 5 490.16622 2450.83105 2 0.00000
## 27 2016 0.79 1 490.16622 490.16623 2 1417.41663
## 28 2016 0.76 1 490.16622 490.16623 2 0.00000
## 29 2016 3.18 5 923.31658 4616.58301 2 0.00000
## 30 2016 2.90 4 923.31658 3693.26636 2 0.00000
## 31 2016 1.00 1 923.31658 923.31659 2 0.00000
## 32 2016 3.41 4 923.31658 3693.26636 2 0.00000
## 33 2016 1.62 2 923.31658 1846.63318 2 0.00000
## 34 2016 2.62 3 923.31658 2769.94971 2 0.00000
## 35 2016 2.42 3 923.31658 2769.94971 2 0.00000
## 36 2016 3.45 5 923.31658 4616.58301 2 0.00000
## 37 2016 0.76 1 923.31658 923.31659 2 0.00000
## 38 2016 1.21 2 923.31658 1846.63318 2 0.00000
## 39 2016 1.64 3 923.31658 2769.94971 2 0.00000
## 40 2016 2.62 3 923.31658 2769.94971 2 0.00000
## 41 2017 1.00 1 806.12473 806.12476 2 0.00000
## 42 2017 0.66 1 806.12473 806.12476 2 0.00000
## 43 2017 1.62 2 806.12473 1612.24951 2 0.00000
## 44 2017 4.96 6 806.12473 4836.74854 2 0.00000
## 45 2017 2.52 3 806.12473 2418.37427 2 0.00000
## 46 2017 2.21 3 806.12473 2418.37427 2 0.00000
## 47 2017 4.31 6 806.12473 4836.74854 2 0.00000
## 48 2017 0.66 1 806.12473 806.12476 2 0.00000
## 49 2017 1.00 1 806.12473 806.12476 2 0.00000
## 50 2017 5.93 7 806.12473 5642.87305 2 0.00000
## 51 2017 4.96 6 806.12473 4836.74854 2 0.00000
## 52 2017 4.21 6 806.12473 4836.74854 2 0.00000
## 53 2017 4.35 6 806.12473 4836.74854 2 0.00000
## 54 2017 7.37 10 401.47781 4014.77808 2 0.00000
## 55 2017 1.00 1 401.47781 401.47781 2 0.00000
## 56 2017 0.66 1 401.47781 401.47781 2 0.00000
## 57 2017 1.00 1 401.47781 401.47781 2 0.00000
## 58 2017 2.17 3 401.47781 1204.43347 2 0.00000
## 59 2017 2.76 3 401.47781 1204.43347 2 0.00000
## 60 2017 3.00 3 401.47781 1204.43347 2 0.00000
## 61 2017 2.42 3 401.47781 1204.43347 2 0.00000
## 62 2017 9.67 13 401.47781 5219.21143 2 0.00000
## 63 2017 2.93 4 401.47781 1605.91125 2 0.00000
## 64 2017 1.00 1 401.47781 401.47781 2 0.00000
## 65 2017 4.28 6 401.47781 2408.86694 2 0.00000
## 66 2017 2.28 3 401.47781 1204.43347 2 0.00000
## 67 2017 0.79 1 401.47781 401.47781 2 0.00000
## 68 2017 3.83 5 401.47781 2007.38904 2 0.00000
## 69 2017 2.90 4 304.61539 1218.46155 2 0.00000
## 70 2017 1.00 1 304.61539 304.61539 2 0.00000
## 71 2017 1.00 1 304.61539 304.61539 2 0.00000
## 72 2017 3.21 4 304.61539 1218.46155 2 0.00000
## 73 2017 1.52 2 304.61539 609.23077 2 0.00000
## 74 2017 1.00 1 304.61539 304.61539 2 0.00000
## 75 2017 2.00 2 304.61539 609.23077 2 0.00000
## 76 2017 2.31 3 304.61539 913.84619 2 0.00000
## 77 2017 1.00 1 304.61539 304.61539 2 0.00000
## 78 2017 2.83 4 304.61539 1218.46155 2 0.00000
## 79 2017 1.00 1 304.61539 304.61539 2 0.00000
## 80 2017 3.83 5 304.61539 1523.07690 2 0.00000
## 81 2017 1.00 1 304.61539 304.61539 2 0.00000
## 82 2017 1.79 2 304.61539 609.23077 2 0.00000
## 83 2017 1.00 1 288.91598 288.91599 2 0.00000
## 84 2017 1.55 2 288.91598 577.83197 2 0.00000
## 85 2017 3.07 4 288.91598 1155.66394 2 0.00000
## 86 2017 2.03 2 288.91598 577.83197 2 0.00000
## 87 2017 3.41 4 288.91598 1155.66394 2 0.00000
## 88 2017 2.45 3 288.91598 866.74792 2 0.00000
## 89 2017 4.70 6 288.91598 1733.49585 2 0.00000
## 90 2017 3.73 5 288.91598 1444.57996 2 0.00000
## 91 2017 3.14 4 288.91598 1155.66394 2 0.00000
## 92 2017 4.35 6 288.91598 1733.49585 2 0.00000
## 93 2017 3.69 5 288.91598 1444.57996 2 0.00000
## 94 2017 2.66 3 288.91598 866.74792 2 0.00000
## 95 2017 3.28 4 288.91598 1155.66394 2 0.00000
## 96 2017 3.76 5 288.91598 1444.57996 2 0.00000
## 97 2017 2.83 4 336.03270 1344.13086 2 0.00000
## 98 2017 1.45 2 336.03270 672.06543 2 0.00000
## 99 2017 2.31 3 336.03270 1008.09808 2 0.00000
## 100 2017 1.00 1 336.03270 336.03271 2 0.00000
## 101 2017 2.21 3 336.03270 1008.09808 2 0.00000
## 102 2017 0.79 1 336.03270 336.03271 2 0.00000
## 103 2017 3.14 4 336.03270 1344.13086 2 0.00000
## 104 2017 2.48 3 336.03270 1008.09808 2 0.00000
## 105 2017 4.56 6 336.03270 2016.19617 2 0.00000
## 106 2017 1.00 1 336.03270 336.03271 2 0.00000
## 107 2017 5.45 7 336.03270 2352.22900 2 0.00000
## 108 2017 3.21 5 336.03270 1680.16357 2 0.00000
## 109 2017 3.52 5 336.03270 1680.16357 2 0.00000
## 110 2017 2.42 3 336.03270 1008.09808 2 0.00000
## 111 2017 1.38 2 420.76491 841.52985 2 0.00000
## 112 2017 2.90 4 420.76491 1683.05969 2 0.00000
## 113 2017 5.69 7 420.76491 2945.35449 2 0.00000
## 114 2017 0.79 1 420.76491 420.76492 2 0.00000
## 115 2017 0.66 1 420.76491 420.76492 2 0.00000
## 116 2017 2.45 3 420.76491 1262.29480 2 0.00000
## 117 2017 1.21 2 420.76491 841.52985 2 0.00000
## 118 2017 4.41 6 420.76491 2524.58960 2 0.00000
## 119 2017 1.76 2 420.76491 841.52985 2 0.00000
## 120 2017 1.00 1 420.76491 420.76492 2 0.00000
## 121 2017 3.73 5 420.76491 2103.82446 2 0.00000
## 122 2017 4.45 6 420.76491 2524.58960 2 0.00000
## 123 2017 4.56 6 420.76491 2524.58960 2 0.00000
## 124 2017 2.76 4 335.83847 1343.35388 2 0.00000
## 125 2017 0.66 1 335.83847 335.83847 2 0.00000
## 126 2017 3.21 4 335.83847 1343.35388 2 0.00000
## 127 2017 2.21 3 335.83847 1007.51538 2 0.00000
## 128 2017 2.97 4 335.83847 1343.35388 2 0.00000
## 129 2017 5.21 7 335.83847 2350.86914 2 0.00000
## 130 2017 2.00 2 335.83847 671.67694 2 0.00000
## 131 2017 1.42 2 335.83847 671.67694 2 0.00000
## 132 2017 0.66 1 335.83847 335.83847 2 0.00000
## 133 2017 3.07 4 335.83847 1343.35388 2 0.00000
## 134 2017 3.00 4 1043.19055 4172.76221 2 0.00000
## 135 2017 5.55 6 1043.19055 6259.14307 2 0.00000
## 136 2017 3.33 5 1043.19055 5215.95264 2 0.00000
## 137 2017 1.21 2 1043.19055 2086.38110 2 0.00000
## 138 2017 3.93 5 1043.19055 5215.95264 2 0.00000
## 139 2017 1.52 2 1043.19055 2086.38110 2 0.00000
## 140 2017 3.84 5 1043.19055 5215.95264 2 0.00000
## 141 2017 1.00 1 1043.19055 1043.19055 2 0.00000
## 142 2017 3.59 5 1043.19055 5215.95264 2 0.00000
## 143 2017 1.00 1 1043.19055 1043.19055 2 0.00000
## 144 2017 0.76 1 1043.19055 1043.19055 2 0.00000
## 145 2017 3.52 5 1043.19055 5215.95264 2 0.00000
## 146 2017 1.66 2 299.36467 598.72931 2 0.00000
## 147 2017 1.55 2 299.36467 598.72931 2 0.00000
## 148 2017 3.14 4 299.36467 1197.45862 2 0.00000
## 149 2017 1.00 1 299.36467 299.36465 2 0.00000
## 150 2017 2.48 3 299.36467 898.09399 2 0.00000
## 151 2017 3.55 4 299.36467 1197.45862 2 0.00000
## 152 2017 1.42 2 299.36467 598.72931 2 0.00000
## 153 2017 1.00 1 299.36467 299.36465 2 0.00000
## 154 2017 3.90 6 299.36467 1796.18799 2 0.00000
## 155 2017 2.24 3 299.36467 898.09399 2 0.00000
## 156 2017 0.79 1 299.36467 299.36465 2 0.00000
## 157 2017 1.00 1 299.36467 299.36465 2 0.00000
## 158 2017 2.83 4 589.65936 2358.63745 2 0.00000
## 159 2017 1.02 2 589.65936 1179.31873 2 0.00000
## 160 2017 0.76 1 589.65936 589.65936 2 0.00000
## 161 2017 2.45 3 589.65936 1768.97803 2 0.00000
## 162 2017 1.79 2 589.65936 1179.31873 2 0.00000
## 163 2017 2.83 4 589.65936 2358.63745 2 0.00000
## 164 2017 2.07 3 589.65936 1768.97803 2 0.00000
## 165 2017 4.45 6 589.65936 3537.95605 2 0.00000
## 166 2017 1.00 1 589.65936 589.65936 2 0.00000
## 167 2017 3.94 5 589.65936 2948.29688 2 0.00000
## 168 2017 2.52 3 589.65936 1768.97803 2 0.00000
## 169 2017 1.00 1 589.65936 589.65936 2 0.00000
## 170 2017 1.83 3 589.65936 1768.97803 2 0.00000
## 171 2017 2.32 4 515.45311 2061.81250 2 0.00000
## 172 2017 2.52 3 515.45311 1546.35938 2 0.00000
## 173 2017 1.00 1 515.45311 515.45312 2 0.00000
## 174 2017 4.11 6 515.45311 3092.71875 2 0.00000
## 175 2017 2.45 3 515.45311 1546.35938 2 0.00000
## 176 2017 0.79 1 515.45311 515.45312 2 0.00000
## 177 2017 1.00 1 515.45311 515.45312 2 0.00000
## 178 2017 3.79 4 515.45311 2061.81250 2 0.00000
## 179 2017 3.97 6 515.45311 3092.71875 2 0.00000
## 180 2017 2.45 3 515.45311 1546.35938 2 0.00000
## 181 2017 2.31 3 515.45311 1546.35938 2 0.00000
## 182 2017 3.97 6 515.45311 3092.71875 2 0.00000
## 183 2017 4.07 5 491.55575 2457.77881 2 0.00000
## 184 2017 2.54 4 491.55575 1966.22302 2 0.00000
## 185 2017 1.45 2 491.55575 983.11151 2 0.00000
## 186 2017 3.07 4 491.55575 1966.22302 2 0.00000
## 187 2017 2.64 4 491.55575 1966.22302 2 0.00000
## 188 2017 2.90 4 491.55575 1966.22302 2 0.00000
## 189 2017 2.21 3 491.55575 1474.66724 2 0.00000
## 190 2017 2.52 3 491.55575 1474.66724 2 0.00000
## 191 2017 1.42 2 491.55575 983.11151 2 0.00000
## 192 2017 2.21 3 491.55575 1474.66724 2 0.00000
## 193 2017 2.64 4 491.55575 1966.22302 2 0.00000
## 194 2017 3.14 4 491.55575 1966.22302 2 0.00000
## 195 2017 7.30 9 491.55575 4424.00195 2 0.00000
## 196 2017 4.14 5 491.55575 2457.77881 2 0.00000
## 197 2017 2.83 4 270.19708 1080.78833 2 0.00000
## 198 2017 4.76 6 270.19708 1621.18250 2 0.00000
## 199 2017 3.41 4 270.19708 1080.78833 2 0.00000
## 200 2017 4.65 5 270.19708 1350.98535 2 0.00000
## 201 2017 3.45 5 270.19708 1350.98535 2 0.00000
## 202 2017 1.00 1 270.19708 270.19708 2 0.00000
## 203 2017 3.93 5 270.19708 1350.98535 2 0.00000
## 204 2017 3.31 4 270.19708 1080.78833 2 0.00000
## 205 2017 3.28 5 270.19708 1350.98535 2 0.00000
## 206 2017 1.97 3 270.19708 810.59125 2 0.00000
## 207 2017 3.76 5 270.19708 1350.98535 2 0.00000
## 208 2017 2.52 3 270.19708 810.59125 2 0.00000
## 209 2017 3.31 4 382.47338 1529.89355 2 0.00000
## 210 2017 2.55 3 382.47338 1147.42017 2 0.00000
## 211 2017 5.94 7 382.47338 2677.31372 2 0.00000
## 212 2017 2.63 4 382.47338 1529.89355 2 0.00000
## 213 2017 5.24 7 382.47338 2677.31372 2 0.00000
## 214 2017 1.00 1 382.47338 382.47339 2 0.00000
## 215 2017 2.18 3 382.47338 1147.42017 2 0.00000
## 216 2017 2.48 3 382.47338 1147.42017 2 0.00000
## 217 2017 1.00 1 382.47338 382.47339 2 0.00000
## 218 2017 2.42 3 382.47338 1147.42017 2 0.00000
## 219 2017 1.00 1 382.47338 382.47339 2 0.00000
## 220 2017 4.39 6 1085.53848 6513.23096 2 0.00000
## 221 2017 3.07 4 1085.53848 4342.15381 2 0.00000
## 222 2017 1.66 2 1085.53848 2171.07690 2 0.00000
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## 1725 2017 4.11 6 609.42415 3656.54492 2 0.00000
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## 1730 2017 1.00 1 609.42415 609.42413 2 0.00000
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## 1736 2016 0.66 1 374.84703 374.84702 2 0.00000
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## 1739 2016 1.68 3 374.84703 1124.54114 2 0.00000
## 1740 2016 1.00 1 374.84703 374.84702 2 0.00000
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## 1742 2016 0.76 1 374.84703 374.84702 2 0.00000
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## 1747 2016 0.66 1 387.67173 387.67172 2 0.00000
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## 1750 2016 0.66 1 387.67173 387.67172 2 0.00000
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## 1752 2016 2.45 3 387.67173 1163.01514 2 0.00000
## 1753 2016 0.66 1 387.67173 387.67172 2 452.60001
## 1754 2016 1.00 1 387.67173 387.67172 2 0.00000
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## 1762 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1763 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1764 2017 0.66 1 329.99110 329.99109 2 0.00000
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## 1766 2017 2.79 3 329.99110 989.97327 2 0.00000
## 1767 2017 1.45 2 329.99110 659.98218 2 0.00000
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## 1769 2017 3.54 6 329.99110 1979.94653 2 0.00000
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## 1771 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1772 2017 1.00 1 329.99110 329.99109 2 0.00000
## 1773 2017 4.41 5 329.99110 1649.95544 2 0.00000
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## 1778 2017 0.76 1 391.04631 391.04633 2 0.00000
## 1779 2017 1.00 1 391.04631 391.04633 2 0.00000
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## 1781 2017 2.52 3 391.04631 1173.13892 2 0.00000
## 1782 2017 0.79 1 391.04631 391.04633 2 569.40002
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## 1784 2017 2.90 4 391.04631 1564.18530 2 0.00000
## 1785 2017 1.00 1 391.04631 391.04633 2 0.00000
## 1786 2017 1.32 2 391.04631 782.09265 2 0.00000
## 1787 2017 1.45 2 391.04631 782.09265 2 0.00000
## 1788 2017 2.24 3 391.04631 1173.13892 2 0.00000
## 1789 2017 2.21 3 391.04631 1173.13892 2 0.00000
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## 1791 2017 1.00 1 187.09152 187.09152 2 0.00000
## 1792 2017 5.45 7 187.09152 1309.64062 2 0.00000
## 1793 2017 2.21 3 187.09152 561.27454 2 0.00000
## 1794 2017 4.52 6 187.09152 1122.54907 2 0.00000
## 1795 2017 5.08 6 187.09152 1122.54907 2 0.00000
## 1796 2017 5.91 8 187.09152 1496.73218 2 0.00000
## 1797 2017 2.55 3 187.09152 561.27454 2 0.00000
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## 1799 2017 4.41 6 187.09152 1122.54907 2 0.00000
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## 1801 2017 1.00 1 187.09152 187.09152 2 0.00000
## 1802 2017 4.84 7 187.09152 1309.64062 2 0.00000
## 1803 2017 5.17 6 187.09152 1122.54907 2 0.00000
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## 1805 2016 1.00 1 287.99223 287.99222 2 0.00000
## 1806 2016 8.69 11 287.99223 3167.91455 2 832.20001
## 1807 2016 0.79 1 287.99223 287.99222 2 0.00000
## 1808 2016 2.08 3 287.99223 863.97668 2 127.14166
## 1809 2016 3.93 5 287.99223 1439.96118 2 416.10001
## 1810 2016 3.34 4 287.99223 1151.96887 2 569.40002
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## 1812 2016 3.42 5 287.99223 1439.96118 2 0.00000
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## 1814 2016 3.59 5 287.99223 1439.96118 2 0.00000
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## 1816 2016 0.66 1 287.99223 287.99222 2 379.60001
## 1817 2016 2.42 4 287.99223 1151.96887 2 0.00000
## 1818 2016 2.31 3 417.00786 1251.02356 2 413.66666
## 1819 2016 2.94 4 417.00786 1668.03137 2 0.00000
## 1820 2016 1.45 2 417.00786 834.01569 2 54.75000
## 1821 2016 1.00 1 417.00786 417.00784 2 0.00000
## 1822 2016 1.42 2 417.00786 834.01569 2 0.00000
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## 1825 2016 2.45 3 417.00786 1251.02356 2 0.00000
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## 1830 2016 5.24 7 417.00786 2919.05493 2 0.00000
## 1831 2016 1.00 1 417.00786 417.00784 2 0.00000
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## 1834 2016 0.76 1 397.54222 397.54221 2 0.00000
## 1835 2016 5.35 7 397.54222 2782.79541 2 0.00000
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## 1837 2016 2.97 4 397.54222 1590.16882 2 0.00000
## 1838 2016 3.93 5 397.54222 1987.71106 2 3504.00000
## 1839 2016 3.21 4 397.54222 1590.16882 2 0.00000
## 1840 2016 0.66 1 397.54222 397.54221 2 0.00000
## 1841 2016 2.47 4 397.54222 1590.16882 2 0.00000
## 1842 2016 5.33 8 397.54222 3180.33765 2 0.00000
## 1843 2016 1.69 2 397.54222 795.08441 2 0.00000
## 1844 2016 4.07 5 397.54222 1987.71106 2 0.00000
## 1845 2016 1.00 1 397.54222 397.54221 2 0.00000
## 1846 2016 2.90 4 397.54222 1590.16882 2 0.00000
## 1847 2016 2.37 4 397.54222 1590.16882 2 0.00000
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## 1849 2017 2.76 3 496.31406 1488.94214 2 0.00000
## 1850 2017 0.76 1 496.31406 496.31406 2 0.00000
## 1851 2017 3.94 5 496.31406 2481.57031 2 0.00000
## 1852 2017 3.55 4 496.31406 1985.25623 2 0.00000
## 1853 2017 4.85 7 496.31406 3474.19849 2 0.00000
## 1854 2017 4.97 7 496.31406 3474.19849 2 0.00000
## 1855 2017 2.31 3 496.31406 1488.94214 2 0.00000
## 1856 2017 1.00 1 496.31406 496.31406 2 0.00000
## 1857 2017 2.38 3 496.31406 1488.94214 2 0.00000
## 1858 2017 2.55 3 496.31406 1488.94214 2 0.00000
## 1859 2017 8.07 10 496.31406 4963.14062 2 0.00000
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## 1861 2017 4.77 7 522.37605 3656.63232 2 186.14999
## 1862 2017 2.21 3 522.37605 1567.12817 2 0.00000
## 1863 2017 4.58 5 522.37605 2611.88013 2 0.00000
## 1864 2017 1.00 1 522.37605 522.37604 2 0.00000
## 1865 2017 9.88 12 522.37605 6268.51270 2 1659.53329
## 1866 2017 4.72 6 522.37605 3134.25635 2 970.89999
## 1867 2017 1.00 1 522.37605 522.37604 2 0.00000
## 1868 2017 3.55 4 522.37605 2089.50415 2 3514.94995
## 1869 2017 2.66 4 522.37605 2089.50415 2 0.00000
## 1870 2017 3.69 5 522.37605 2611.88013 2 0.00000
## 1871 2017 4.24 5 522.37605 2611.88013 2 0.00000
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## 1875 2017 2.21 3 593.70072 1781.10217 2 0.00000
## 1876 2017 1.55 2 593.70072 1187.40149 2 0.00000
## 1877 2017 1.00 1 593.70072 593.70074 2 0.00000
## 1878 2017 5.59 7 593.70072 4155.90527 2 0.00000
## 1879 2017 3.14 4 593.70072 2374.80298 2 0.00000
## 1880 2017 2.02 3 593.70072 1781.10217 2 0.00000
## 1881 2017 3.07 4 593.70072 2374.80298 2 0.00000
## 1882 2017 1.21 2 593.70072 1187.40149 2 0.00000
## 1883 2017 0.76 1 593.70072 593.70074 2 0.00000
## 1884 2017 2.47 4 593.70072 2374.80298 2 0.00000
## 1885 2017 1.45 2 593.70072 1187.40149 2 0.00000
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## 1887 2017 0.76 1 443.77166 443.77167 2 0.00000
## 1888 2017 4.93 6 443.77166 2662.62988 2 0.00000
## 1889 2017 2.28 3 443.77166 1331.31494 2 0.00000
## 1890 2017 0.76 1 443.77166 443.77167 2 0.00000
## 1891 2017 2.83 4 443.77166 1775.08667 2 0.00000
## 1892 2017 0.66 1 443.77166 443.77167 2 0.00000
## 1893 2017 0.79 1 443.77166 443.77167 2 0.00000
## 1894 2017 2.21 3 443.77166 1331.31494 2 0.00000
## 1895 2017 0.66 1 443.77166 443.77167 2 0.00000
## 1896 2017 4.40 7 443.77166 3106.40161 2 0.00000
## 1897 2017 1.00 1 443.77166 443.77167 2 0.00000
## 1898 2017 2.73 4 443.77166 1775.08667 2 0.00000
## 1899 2017 2.80 4 443.77166 1775.08667 2 0.00000
## 1900 2017 4.27 5 474.31687 2371.58447 2 34.06667
## 1901 2017 3.24 4 474.31687 1897.26746 2 85.16666
## 1902 2017 2.21 3 474.31687 1422.95056 2 0.00000
## 1903 2017 3.21 4 474.31687 1897.26746 2 890.59998
## 1904 2017 1.38 2 474.31687 948.63373 2 0.00000
## 1905 2017 3.11 5 474.31687 2371.58447 2 0.00000
## 1906 2017 0.76 1 474.31687 474.31686 2 0.00000
## 1907 2017 3.83 5 474.31687 2371.58447 2 0.00000
## 1908 2017 4.31 5 474.31687 2371.58447 2 0.00000
## 1909 2017 2.62 3 474.31687 1422.95056 2 0.00000
## 1910 2017 4.35 6 474.31687 2845.90112 2 0.00000
## 1911 2017 6.04 8 474.31687 3794.53491 2 759.19998
## 1912 2017 1.45 2 474.31687 948.63373 2 0.00000
## 1913 2017 4.97 6 474.31687 2845.90112 2 0.00000
## 1914 2017 7.07 9 484.70094 4362.30859 2 0.00000
## 1915 2017 3.83 5 484.70094 2423.50464 2 0.00000
## 1916 2017 1.45 2 484.70094 969.40186 2 0.00000
## 1917 2017 1.66 2 484.70094 969.40186 2 0.00000
## 1918 2017 3.52 5 484.70094 2423.50464 2 0.00000
## 1919 2017 2.52 3 484.70094 1454.10278 2 0.00000
## 1920 2017 0.76 1 484.70094 484.70093 2 0.00000
## 1921 2017 4.83 6 484.70094 2908.20557 2 0.00000
## 1922 2017 4.38 6 484.70094 2908.20557 2 0.00000
## 1923 2017 1.00 1 484.70094 484.70093 2 0.00000
## 1924 2017 3.86 5 484.70094 2423.50464 2 0.00000
## 1925 2017 1.52 2 484.70094 969.40186 2 0.00000
## 1926 2017 0.66 1 484.70094 484.70093 2 0.00000
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## 1928 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1929 2017 3.45 5 334.50029 1672.50146 2 0.00000
## 1930 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1931 2017 1.00 1 334.50029 334.50031 2 0.00000
## 1932 2017 1.55 2 334.50029 669.00061 2 0.00000
## 1933 2017 3.09 5 334.50029 1672.50146 2 0.00000
## 1934 2017 4.86 7 334.50029 2341.50195 2 0.00000
## 1935 2017 2.97 4 334.50029 1338.00122 2 0.00000
## 1936 2017 3.66 5 334.50029 1672.50146 2 0.00000
## 1937 2017 2.28 3 334.50029 1003.50085 2 0.00000
## 1938 2017 2.38 3 334.50029 1003.50085 2 0.00000
## 1939 2017 0.66 1 334.50029 334.50031 2 0.00000
## 1940 2017 3.90 6 334.50029 2007.00171 2 0.00000
## 1941 2017 3.28 4 983.97345 3935.89380 2 0.00000
## 1942 2017 3.07 4 983.97345 3935.89380 2 0.00000
## 1943 2017 3.93 5 983.97345 4919.86719 2 0.00000
## 1944 2017 2.64 4 983.97345 3935.89380 2 0.00000
## 1945 2017 10.60 13 983.97345 12791.65527 2 0.00000
## 1946 2017 0.76 1 983.97345 983.97345 2 0.00000
## 1947 2017 3.42 4 983.97345 3935.89380 2 0.00000
## 1948 2017 5.54 8 983.97345 7871.78760 2 0.00000
## 1949 2017 4.42 6 983.97345 5903.84082 2 0.00000
## 1950 2017 1.76 2 983.97345 1967.94690 2 0.00000
## 1951 2017 2.38 3 983.97345 2951.92041 2 0.00000
## 1952 2017 4.28 6 983.97345 5903.84082 2 0.00000
## 1953 2016 0.66 1 522.23157 522.23157 1 0.00000
## 1954 2016 1.87 3 522.23157 1566.69470 1 0.00000
## 1955 2016 4.52 6 522.23157 3133.38940 1 54.75000
## 1956 2016 5.10 7 522.23157 3655.62109 1 0.00000
## 1957 2016 5.26 7 522.23157 3655.62109 1 0.00000
## 1958 2016 2.68 3 522.23157 1566.69470 1 0.00000
## 1959 2016 1.76 2 522.23157 1044.46313 1 0.00000
## 1960 2016 2.47 4 522.23157 2088.92627 1 0.00000
## 1961 2016 9.42 12 522.23157 6266.77881 1 0.00000
## 1962 2016 3.07 4 522.23157 2088.92627 1 0.00000
## 1963 2016 2.97 4 522.23157 2088.92627 1 0.00000
## 1964 2016 8.70 11 522.23157 5744.54736 1 0.00000
## 1965 2016 0.79 1 522.23157 522.23157 1 0.00000
## 1966 2016 0.76 1 522.23157 522.23157 1 0.00000
## 1967 2016 3.55 4 522.23157 2088.92627 1 0.00000
## 1968 2017 4.21 6 525.07894 3150.47363 1 0.00000
## 1969 2017 4.14 6 525.07894 3150.47363 1 0.00000
## 1970 2017 3.57 5 525.07894 2625.39478 1 0.00000
## 1971 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1972 2017 5.38 7 525.07894 3675.55249 1 0.00000
## 1973 2017 3.59 5 525.07894 2625.39478 1 0.00000
## 1974 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1975 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1976 2017 1.00 1 525.07894 525.07892 1 0.00000
## 1977 2017 0.76 1 525.07894 525.07892 1 0.00000
## 1978 2017 2.21 3 525.07894 1575.23682 1 0.00000
## 1979 2017 1.55 2 525.07894 1050.15784 1 0.00000
## 1980 2017 1.76 2 525.07894 1050.15784 1 0.00000
## 1981 2017 2.28 3 478.74492 1436.23474 1 0.00000
## 1982 2017 3.42 5 478.74492 2393.72461 1 0.00000
## 1983 2017 0.76 1 478.74492 478.74493 1 0.00000
## 1984 2017 2.83 4 478.74492 1914.97974 1 0.00000
## 1985 2017 5.03 6 478.74492 2872.46948 1 0.00000
## 1986 2017 6.96 10 478.74492 4787.44922 1 0.00000
## 1987 2017 4.59 6 478.74492 2872.46948 1 0.00000
## 1988 2017 2.47 4 478.74492 1914.97974 1 0.00000
## 1989 2017 4.89 6 478.74492 2872.46948 1 0.00000
## 1990 2017 1.00 1 478.74492 478.74493 1 0.00000
## 1991 2017 0.76 1 478.74492 478.74493 1 0.00000
## 1992 2017 4.47 7 478.74492 3351.21436 1 0.00000
## 1993 2017 5.24 7 478.74492 3351.21436 1 0.00000
## 1994 2017 2.21 3 478.74492 1436.23474 1 0.00000
## 1995 2017 4.73 7 478.74492 3351.21436 1 0.00000
## 1996 2017 4.90 6 405.98733 2435.92407 1 175.20000
## 1997 2017 2.87 4 405.98733 1623.94934 1 0.00000
## 1998 2017 1.45 2 405.98733 811.97467 1 0.00000
## 1999 2017 1.69 2 405.98733 811.97467 1 91.25000
## 2000 2017 7.06 8 405.98733 3247.89868 1 194.66667
## 2001 2017 1.55 2 405.98733 811.97467 1 184.93333
## 2002 2017 2.28 3 405.98733 1217.96204 1 175.20000
## 2003 2017 1.32 2 405.98733 811.97467 1 94.90000
## 2004 2017 2.31 3 405.98733 1217.96204 1 0.00000
## 2005 2017 0.66 1 405.98733 405.98734 1 0.00000
## 2006 2017 3.62 5 405.98733 2029.93665 1 182.50000
## 2007 2017 3.93 5 405.98733 2029.93665 1 164.25000
## 2008 2017 2.38 3 405.98733 1217.96204 1 53.53333
## 2009 2017 2.93 4 405.98733 1623.94934 1 219.00000
## 2010 2017 0.76 1 1040.10088 1040.10083 1 0.00000
## 2011 2017 5.69 7 1040.10088 7280.70605 1 0.00000
## 2012 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2013 2017 5.58 7 1040.10088 7280.70605 1 0.00000
## 2014 2017 2.38 3 1040.10088 3120.30273 1 0.00000
## 2015 2017 2.21 3 1040.10088 3120.30273 1 0.00000
## 2016 2017 1.52 2 1040.10088 2080.20166 1 0.00000
## 2017 2017 4.90 6 1040.10088 6240.60547 1 0.00000
## 2018 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2019 2017 1.38 2 1040.10088 2080.20166 1 0.00000
## 2020 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2021 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2022 2017 2.80 4 1040.10088 4160.40332 1 0.00000
## 2023 2017 1.00 1 1040.10088 1040.10083 1 0.00000
## 2024 2017 1.78 3 1040.10088 3120.30273 1 0.00000
## 2025 2017 2.31 3 480.90166 1442.70496 1 0.00000
## 2026 2017 0.66 1 480.90166 480.90167 1 0.00000
## 2027 2017 2.02 3 480.90166 1442.70496 1 0.00000
## 2028 2017 4.14 6 480.90166 2885.40991 1 0.00000
## 2029 2017 1.00 1 480.90166 480.90167 1 0.00000
## 2030 2017 1.79 2 480.90166 961.80334 1 0.00000
## 2031 2017 3.99 6 480.90166 2885.40991 1 0.00000
## 2032 2017 1.45 2 480.90166 961.80334 1 0.00000
## 2033 2017 2.00 3 480.90166 1442.70496 1 0.00000
## 2034 2017 1.62 2 480.90166 961.80334 1 0.00000
## 2035 2017 0.76 1 480.90166 480.90167 1 0.00000
## 2036 2017 3.76 5 480.90166 2404.50830 1 0.00000
## 2037 2017 4.52 6 480.90166 2885.40991 1 0.00000
## 2038 2017 1.38 2 480.90166 961.80334 1 0.00000
## 2039 2017 1.00 1 403.59917 403.59918 1 0.00000
## 2040 2017 1.90 3 403.59917 1210.79749 1 0.00000
## 2041 2017 0.66 1 403.59917 403.59918 1 0.00000
## 2042 2017 3.52 5 403.59917 2017.99585 1 0.00000
## 2043 2017 3.07 4 403.59917 1614.39673 1 0.00000
## 2044 2017 1.32 2 403.59917 807.19836 1 0.00000
## 2045 2017 5.10 6 403.59917 2421.59497 1 0.00000
## 2046 2017 0.79 1 403.59917 403.59918 1 0.00000
## 2047 2017 2.21 3 403.59917 1210.79749 1 0.00000
## 2048 2017 4.80 6 403.59917 2421.59497 1 0.00000
## 2049 2017 1.32 2 403.59917 807.19836 1 0.00000
## 2050 2017 0.66 1 403.59917 403.59918 1 0.00000
## 2051 2017 4.72 5 403.59917 2017.99585 1 0.00000
## 2052 2017 1.00 1 403.59917 403.59918 1 0.00000
## 2053 2017 1.00 1 337.67835 337.67834 1 0.00000
## 2054 2017 1.45 2 337.67835 675.35669 1 0.00000
## 2055 2017 1.28 2 337.67835 675.35669 1 0.00000
## 2056 2017 2.63 4 337.67835 1350.71338 1 0.00000
## 2057 2017 4.07 5 337.67835 1688.39172 1 262.79999
## 2058 2017 1.00 1 337.67835 337.67834 1 0.00000
## 2059 2017 5.66 8 337.67835 2701.42676 1 0.00000
## 2060 2017 4.24 6 337.67835 2026.07007 1 0.00000
## 2061 2017 0.66 1 337.67835 337.67834 1 0.00000
## 2062 2017 3.97 6 337.67835 2026.07007 1 0.00000
## 2063 2017 4.69 6 337.67835 2026.07007 1 0.00000
## 2064 2017 3.76 5 337.67835 1688.39172 1 0.00000
## 2065 2017 4.97 6 337.67835 2026.07007 1 0.00000
## 2066 2017 4.38 6 337.67835 2026.07007 1 0.00000
## 2067 2017 2.31 3 337.67835 1013.03503 1 155.73334
## 2068 2017 1.00 1 348.05913 348.05911 1 0.00000
## 2069 2017 1.66 2 348.05913 696.11823 1 0.00000
## 2070 2017 3.56 5 348.05913 1740.29565 1 0.00000
## 2071 2017 1.45 2 348.05913 696.11823 1 0.00000
## 2072 2017 8.76 10 348.05913 3480.59131 1 0.00000
## 2073 2017 7.38 9 348.05913 3132.53223 1 0.00000
## 2074 2017 6.52 8 348.05913 2784.47290 1 0.00000
## 2075 2017 0.79 1 348.05913 348.05911 1 0.00000
## 2076 2017 0.66 1 348.05913 348.05911 1 1810.40002
## 2077 2017 2.21 3 348.05913 1044.17737 1 0.00000
## 2078 2017 2.97 4 348.05913 1392.23645 1 0.00000
## 2079 2017 1.66 2 348.05913 696.11823 1 0.00000
## 2080 2017 1.00 1 348.05913 348.05911 1 0.00000
## 2081 2017 3.90 5 348.05913 1740.29565 1 0.00000
## 2082 2017 9.07 12 348.05913 4176.70947 1 0.00000
## 2083 2017 1.83 3 521.98371 1565.95117 1 0.00000
## 2084 2017 3.11 4 521.98371 2087.93481 1 0.00000
## 2085 2017 5.83 7 521.98371 3653.88599 1 0.00000
## 2086 2017 2.21 3 521.98371 1565.95117 1 0.00000
## 2087 2017 2.97 4 521.98371 2087.93481 1 0.00000
## 2088 2017 2.35 3 521.98371 1565.95117 1 0.00000
## 2089 2017 4.24 6 521.98371 3131.90234 1 0.00000
## 2090 2017 0.79 1 521.98371 521.98370 1 0.00000
## 2091 2017 1.55 2 521.98371 1043.96741 1 0.00000
## 2092 2017 3.42 5 521.98371 2609.91846 1 0.00000
## 2093 2017 2.52 3 521.98371 1565.95117 1 0.00000
## 2094 2017 5.72 7 521.98371 3653.88599 1 0.00000
## 2095 2017 5.65 7 521.98371 3653.88599 1 0.00000
## 2096 2017 3.97 5 521.98371 2609.91846 1 0.00000
## 2097 2017 5.58 7 753.64315 5275.50195 1 0.00000
## 2098 2017 0.79 1 753.64315 753.64313 1 0.00000
## 2099 2017 3.55 4 753.64315 3014.57251 1 0.00000
## 2100 2017 0.76 1 753.64315 753.64313 1 0.00000
## 2101 2017 0.79 1 753.64315 753.64313 1 0.00000
## 2102 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2103 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2104 2017 3.33 5 753.64315 3768.21582 1 0.00000
## 2105 2017 2.79 3 753.64315 2260.92944 1 0.00000
## 2106 2017 3.24 4 753.64315 3014.57251 1 0.00000
## 2107 2017 1.76 2 753.64315 1507.28625 1 0.00000
## 2108 2017 1.00 1 753.64315 753.64313 1 0.00000
## 2109 2017 1.00 1 753.64315 753.64313 1 0.00000
## 2110 2017 2.83 4 753.64315 3014.57251 1 0.00000
## 2111 2017 1.66 2 309.32368 618.64734 1 500.04999
## 2112 2017 2.83 4 309.32368 1237.29468 1 705.05833
## 2113 2017 3.09 5 309.32368 1546.61841 1 0.00000
## 2114 2017 3.97 6 309.32368 1855.94214 1 387.50833
## 2115 2017 5.59 7 309.32368 2165.26587 1 2070.76671
## 2116 2017 4.10 5 309.32368 1546.61841 1 991.58333
## 2117 2017 7.07 8 309.32368 2474.58936 1 2856.73334
## 2118 2017 0.66 1 309.32368 309.32367 1 0.00000
## 2119 2017 2.83 4 309.32368 1237.29468 1 504.91666
## 2120 2017 3.00 4 309.32368 1237.29468 1 638.74999
## 2121 2017 2.02 3 309.32368 927.97107 1 0.00000
## 2122 2017 2.21 3 309.32368 927.97107 1 160.60001
## 2123 2017 2.02 3 309.32368 927.97107 1 704.75414
## 2124 2017 2.45 4 309.32368 1237.29468 1 188.58333
## 2125 2017 1.90 3 309.32368 927.97107 1 146.00000
## 2126 2017 1.87 3 393.27460 1179.82385 1 0.00000
## 2127 2017 3.21 4 393.27460 1573.09839 1 605.90002
## 2128 2017 1.62 2 393.27460 786.54919 1 0.00000
## 2129 2017 2.18 3 393.27460 1179.82385 1 0.00000
## 2130 2017 1.66 2 393.27460 786.54919 1 0.00000
## 2131 2017 4.62 6 393.27460 2359.64771 1 0.00000
## 2132 2017 1.42 2 393.27460 786.54919 1 600.42499
## 2133 2017 3.66 5 393.27460 1966.37305 1 0.00000
## 2134 2017 3.92 6 393.27460 2359.64771 1 587.65002
## 2135 2017 3.76 5 393.27460 1966.37305 1 0.00000
## 2136 2017 3.90 5 393.27460 1966.37305 1 772.58334
## 2137 2017 2.11 3 393.27460 1179.82385 1 0.00000
## 2138 2017 3.83 5 276.95260 1384.76294 1 0.00000
## 2139 2017 7.13 8 276.95260 2215.62085 1 0.00000
## 2140 2017 1.79 2 276.95260 553.90521 1 0.00000
## 2141 2017 1.79 2 276.95260 553.90521 1 0.00000
## 2142 2017 2.00 3 276.95260 830.85779 1 0.00000
## 2143 2017 1.45 2 276.95260 553.90521 1 0.00000
## 2144 2017 0.76 1 276.95260 276.95261 1 0.00000
## 2145 2017 0.66 1 276.95260 276.95261 1 0.00000
## 2146 2017 1.00 1 276.95260 276.95261 1 0.00000
## 2147 2017 1.21 2 276.95260 553.90521 1 231.16667
## 2148 2017 1.76 2 276.95260 553.90521 1 0.00000
## 2149 2017 1.42 2 276.95260 553.90521 1 0.00000
## 2150 2017 0.66 1 276.95260 276.95261 1 0.00000
## 2151 2017 1.00 1 276.95260 276.95261 1 0.00000
## 2152 2017 1.66 2 313.48527 626.97052 1 0.00000
## 2153 2017 0.76 1 313.48527 313.48526 1 0.00000
## 2154 2017 1.42 2 313.48527 626.97052 1 0.00000
## 2155 2017 1.00 1 313.48527 313.48526 1 0.00000
## 2156 2017 0.76 1 313.48527 313.48526 1 0.00000
## 2157 2017 4.83 7 313.48527 2194.39697 1 1679.00000
## 2158 2017 3.34 4 313.48527 1253.94104 1 1631.55005
## 2159 2017 4.71 5 313.48527 1567.42627 1 5482.30005
## 2160 2017 2.77 4 313.48527 1253.94104 1 3888.46674
## 2161 2017 2.52 4 313.48527 1253.94104 1 0.00000
## 2162 2017 2.90 4 313.48527 1253.94104 1 2045.21661
## 2163 2017 1.32 2 313.48527 626.97052 1 0.00000
## 2164 2017 1.00 1 313.48527 313.48526 1 0.00000
## 2165 2017 3.28 5 313.48527 1567.42627 1 0.00000
## 2166 2017 0.76 1 313.48527 313.48526 1 1277.25668
## 2167 2017 1.00 1 486.54419 486.54419 1 0.00000
## 2168 2017 4.69 6 486.54419 2919.26514 1 761.63335
## 2169 2017 3.07 4 486.54419 1946.17676 1 788.39999
## 2170 2017 6.91 11 486.54419 5351.98584 1 1934.49997
## 2171 2017 0.66 1 486.54419 486.54419 1 296.86667
## 2172 2017 0.66 1 486.54419 486.54419 1 0.00000
## 2173 2017 2.38 3 486.54419 1459.63257 1 371.08334
## 2174 2017 4.83 6 486.54419 2919.26514 1 1537.86670
## 2175 2017 6.23 9 486.54419 4378.89746 1 1185.03333
## 2176 2017 4.38 6 486.54419 2919.26514 1 0.00000
## 2177 2017 4.45 6 486.54419 2919.26514 1 1125.41669
## 2178 2017 6.35 9 486.54419 4378.89746 1 1730.09998
## 2179 2017 4.10 5 486.54419 2432.72095 1 745.81665
## 2180 2017 2.64 4 486.54419 1946.17676 1 692.28336
## 2181 2017 5.52 8 486.54419 3892.35352 1 1143.66669
## 2182 2016 3.79 5 566.69065 2833.45337 1 0.00000
## 2183 2016 1.00 1 566.69065 566.69067 1 360.13333
## 2184 2016 2.07 3 566.69065 1700.07190 1 0.00000
## 2185 2016 1.88 3 566.69065 1700.07190 1 0.00000
## 2186 2016 1.97 3 566.69065 1700.07190 1 0.00000
## 2187 2016 1.83 3 566.69065 1700.07190 1 0.00000
## 2188 2016 0.66 1 566.69065 566.69067 1 0.00000
## 2189 2016 0.79 1 566.69065 566.69067 1 0.00000
## 2190 2016 0.66 1 566.69065 566.69067 1 0.00000
## 2191 2016 2.66 4 566.69065 2266.76270 1 0.00000
## 2192 2016 1.00 1 566.69065 566.69067 1 0.00000
## 2193 2016 3.42 5 566.69065 2833.45337 1 0.00000
## 2194 2016 1.45 2 566.69065 1133.38135 1 0.00000
## 2195 2016 2.45 3 566.69065 1700.07190 1 0.00000
## 2196 2016 9.23 14 433.87959 6074.31445 1 153.30000
## 2197 2016 6.18 9 433.87959 3904.91626 1 62.05000
## 2198 2016 4.31 5 433.87959 2169.39795 1 1884.61671
## 2199 2016 1.42 2 433.87959 867.75916 1 722.70001
## 2200 2016 4.07 5 433.87959 2169.39795 1 722.69998
## 2201 2016 2.28 3 433.87959 1301.63879 1 749.46667
## 2202 2016 1.00 1 433.87959 433.87958 1 316.33334
## 2203 2016 1.28 2 433.87959 867.75916 1 114.36667
## 2204 2016 2.80 4 433.87959 1735.51831 1 0.00000
## 2205 2016 1.00 1 433.87959 433.87958 1 0.00000
## 2206 2016 1.87 3 433.87959 1301.63879 1 0.00000
## 2207 2016 3.28 4 433.87959 1735.51831 1 41.36666
## 2208 2016 3.00 4 433.87959 1735.51831 1 0.00000
## 2209 2016 0.79 1 433.87959 433.87958 1 0.00000
## 2210 2016 1.45 2 433.87959 867.75916 1 963.60001
## 2211 2016 7.10 9 272.95194 2456.56738 1 1839.59998
## 2212 2016 5.31 6 272.95194 1637.71167 1 2856.73340
## 2213 2016 6.13 9 272.95194 2456.56738 1 1338.33331
## 2214 2016 4.79 6 272.95194 1637.71167 1 1640.06665
## 2215 2016 3.31 4 272.95194 1091.80774 1 1946.66669
## 2216 2016 1.83 3 272.95194 818.85583 1 0.00000
## 2217 2016 4.21 6 272.95194 1637.71167 1 967.25000
## 2218 2016 5.48 7 272.95194 1910.66357 1 2034.26660
## 2219 2016 3.66 4 272.95194 1091.80774 1 1253.16669
## 2220 2016 3.59 5 272.95194 1364.75964 1 1873.66669
## 2221 2016 4.18 6 272.95194 1637.71167 1 693.50000
## 2222 2016 2.90 4 272.95194 1091.80774 1 1396.73334
## 2223 2016 2.97 4 272.95194 1091.80774 1 1581.66663
## 2224 2016 1.76 2 272.95194 545.90387 1 0.00000
## 2225 2016 3.10 4 272.95194 1091.80774 1 0.00000
## 2226 2017 5.15 7 440.98624 3086.90381 1 890.59998
## 2227 2017 0.66 1 440.98624 440.98624 1 0.00000
## 2228 2017 2.18 3 440.98624 1322.95874 1 0.00000
## 2229 2017 4.14 6 440.98624 2645.91748 1 2248.39996
## 2230 2017 0.66 1 440.98624 440.98624 1 626.94835
## 2231 2017 0.66 1 440.98624 440.98624 1 730.00000
## 2232 2017 2.55 3 440.98624 1322.95874 1 1657.10004
## 2233 2017 1.38 2 440.98624 881.97247 1 0.00000
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## 2235 2017 0.79 1 440.98624 440.98624 1 499.44168
## 2236 2017 2.90 4 440.98624 1763.94495 1 1759.29996
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## 2238 2017 2.18 3 440.98624 1322.95874 1 3581.86671
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## 1807 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1819 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1830 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1833 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1839 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1864 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1865 0.00000 0.0000 498.833344 0.00000 0.00000 1160.69995
## 1866 279.83334 0.0000 418.533325 0.00000 0.00000 272.53333
## 1867 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1868 0.00000 0.0000 0.000000 0.00000 186.14999 3328.79996
## 1869 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1870 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1880 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1882 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## 1884 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1885 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1886 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1887 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1888 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1889 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1890 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1891 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1892 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1893 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1894 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1895 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1896 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1897 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1898 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1899 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1900 0.00000 0.0000 0.000000 0.00000 0.00000 34.06667
## 1901 0.00000 0.0000 85.166664 0.00000 0.00000 0.00000
## 1902 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1903 0.00000 0.0000 0.000000 0.00000 0.00000 890.59998
## 1904 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1905 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1906 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1907 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1908 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1909 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1910 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1911 0.00000 0.0000 0.000000 0.00000 0.00000 759.19998
## 1912 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1913 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1914 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1915 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1916 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1917 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1918 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1919 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1920 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1921 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1922 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1923 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1924 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1925 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1926 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1927 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1928 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1929 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1930 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1931 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1932 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1933 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1934 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1935 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1936 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1937 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1938 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1939 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1940 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1941 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1942 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1943 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1944 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1945 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1946 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1947 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1948 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1949 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1950 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1951 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1952 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1953 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1954 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1955 0.00000 0.0000 0.000000 0.00000 0.00000 54.75000
## 1956 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1957 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1958 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1959 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1960 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1961 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1962 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1963 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1964 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1965 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1966 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1967 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1968 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1969 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1970 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1971 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1972 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1973 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1974 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1975 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1976 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1977 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1978 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1979 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1980 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1981 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1982 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1983 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1984 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1985 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1986 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1987 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1988 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1989 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1990 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1991 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1992 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1993 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1994 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1995 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1996 0.00000 0.0000 0.000000 0.00000 0.00000 175.20000
## 1997 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1998 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 1999 0.00000 0.0000 0.000000 0.00000 0.00000 91.25000
## 2000 0.00000 0.0000 0.000000 0.00000 0.00000 194.66667
## 2001 0.00000 0.0000 0.000000 0.00000 0.00000 184.93333
## 2002 0.00000 0.0000 0.000000 0.00000 0.00000 175.20000
## 2003 0.00000 0.0000 0.000000 0.00000 0.00000 94.90000
## 2004 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2005 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2006 0.00000 0.0000 0.000000 0.00000 0.00000 182.50000
## 2007 0.00000 0.0000 0.000000 0.00000 0.00000 164.25000
## 2008 0.00000 0.0000 0.000000 0.00000 0.00000 53.53333
## 2009 0.00000 0.0000 0.000000 0.00000 0.00000 219.00000
## 2010 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2011 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2012 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2013 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2014 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2015 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2016 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2017 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2018 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2019 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2020 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2021 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2022 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2023 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2024 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2025 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2026 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2027 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2028 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2029 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2030 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2031 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2032 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2033 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2034 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2035 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2036 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2037 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2038 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2039 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2040 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2041 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2042 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2043 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2044 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
## 2045 0.00000 0.0000 0.000000 0.00000 0.00000 0.00000
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## nh.y loc2.y loc5.y loc7.y survemo.y surveyr.y eqsc.y hhsize.y WTA_S.y
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## 1984 4 2 3 5 9 2017 2.83 4 478.74492
## 1985 5 2 3 5 9 2017 5.03 6 478.74492
## 1986 6 2 3 5 9 2017 6.96 10 478.74492
## 1987 7 2 3 5 9 2017 4.59 6 478.74492
## 1988 8 2 3 5 9 2017 2.47 4 478.74492
## 1989 9 2 3 5 9 2017 4.89 6 478.74492
## 1990 10 2 3 5 9 2017 1.00 1 478.74492
## 1991 11 2 3 5 9 2017 0.76 1 478.74492
## 1992 12 2 3 5 9 2017 4.47 7 478.74492
## 1993 13 2 3 5 9 2017 5.24 7 478.74492
## 1994 14 2 3 5 9 2017 2.21 3 478.74492
## 1995 15 2 3 5 9 2017 4.73 7 478.74492
## 1996 1 2 3 5 9 2017 4.90 6 405.98733
## 1997 2 2 3 5 9 2017 2.87 4 405.98733
## 1998 4 2 3 5 9 2017 1.45 2 405.98733
## 1999 5 2 3 5 9 2017 1.69 2 405.98733
## 2000 6 2 3 5 9 2017 7.06 8 405.98733
## 2001 7 2 3 5 9 2017 1.55 2 405.98733
## 2002 8 2 3 5 9 2017 2.28 3 405.98733
## 2003 9 2 3 5 9 2017 1.32 2 405.98733
## 2004 10 2 3 5 9 2017 2.31 3 405.98733
## 2005 11 2 3 5 9 2017 0.66 1 405.98733
## 2006 12 2 3 5 9 2017 3.62 5 405.98733
## 2007 13 2 3 5 9 2017 3.93 5 405.98733
## 2008 14 2 3 5 9 2017 2.38 3 405.98733
## 2009 15 2 3 5 9 2017 2.93 4 405.98733
## 2010 1 2 3 5 8 2017 0.76 1 1040.10088
## 2011 2 2 3 5 8 2017 5.69 7 1040.10088
## 2012 3 2 3 5 8 2017 1.00 1 1040.10088
## 2013 4 2 3 5 8 2017 5.58 7 1040.10088
## 2014 5 2 3 5 8 2017 2.38 3 1040.10088
## 2015 6 2 3 5 8 2017 2.21 3 1040.10088
## 2016 7 2 3 5 8 2017 1.52 2 1040.10088
## 2017 8 2 3 5 8 2017 4.90 6 1040.10088
## 2018 9 2 3 5 8 2017 1.00 1 1040.10088
## 2019 10 2 3 5 8 2017 1.38 2 1040.10088
## 2020 11 2 3 5 8 2017 1.00 1 1040.10088
## 2021 12 2 3 5 8 2017 1.00 1 1040.10088
## 2022 13 2 3 5 8 2017 2.80 4 1040.10088
## 2023 14 2 3 5 8 2017 1.00 1 1040.10088
## 2024 15 2 3 5 8 2017 1.78 3 1040.10088
## 2025 1 2 3 5 8 2017 2.31 3 480.90166
## 2026 2 2 3 5 8 2017 0.66 1 480.90166
## 2027 3 2 3 5 8 2017 2.02 3 480.90166
## 2028 4 2 3 5 8 2017 4.14 6 480.90166
## 2029 5 2 3 5 8 2017 1.00 1 480.90166
## 2030 7 2 3 5 8 2017 1.79 2 480.90166
## 2031 8 2 3 5 8 2017 3.99 6 480.90166
## 2032 9 2 3 5 8 2017 1.45 2 480.90166
## 2033 10 2 3 5 8 2017 2.00 3 480.90166
## 2034 11 2 3 5 8 2017 1.62 2 480.90166
## 2035 12 2 3 5 8 2017 0.76 1 480.90166
## 2036 13 2 3 5 8 2017 3.76 5 480.90166
## 2037 14 2 3 5 8 2017 4.52 6 480.90166
## 2038 15 2 3 5 8 2017 1.38 2 480.90166
## 2039 1 2 3 5 5 2017 1.00 1 403.59917
## 2040 2 2 3 5 5 2017 1.90 3 403.59917
## 2041 3 2 3 5 6 2017 0.66 1 403.59917
## 2042 4 2 3 5 5 2017 3.52 5 403.59917
## 2043 5 2 3 5 5 2017 3.07 4 403.59917
## 2044 7 2 3 5 5 2017 1.32 2 403.59917
## 2045 8 2 3 5 5 2017 5.10 6 403.59917
## 2046 9 2 3 5 5 2017 0.79 1 403.59917
## 2047 10 2 3 5 5 2017 2.21 3 403.59917
## 2048 11 2 3 5 5 2017 4.80 6 403.59917
## 2049 12 2 3 5 5 2017 1.32 2 403.59917
## 2050 13 2 3 5 5 2017 0.66 1 403.59917
## 2051 14 2 3 5 5 2017 4.72 5 403.59917
## 2052 15 2 3 5 6 2017 1.00 1 403.59917
## 2053 1 2 3 5 5 2017 1.00 1 337.67835
## 2054 2 2 3 5 5 2017 1.45 2 337.67835
## 2055 3 2 3 5 5 2017 1.28 2 337.67835
## 2056 4 2 3 5 5 2017 2.63 4 337.67835
## 2057 5 2 3 5 5 2017 4.07 5 337.67835
## 2058 6 2 3 5 6 2017 1.00 1 337.67835
## 2059 7 2 3 5 5 2017 5.66 8 337.67835
## 2060 8 2 3 5 5 2017 4.24 6 337.67835
## 2061 9 2 3 5 5 2017 0.66 1 337.67835
## 2062 10 2 3 5 6 2017 3.97 6 337.67835
## 2063 11 2 3 5 6 2017 4.69 6 337.67835
## 2064 12 2 3 5 6 2017 3.76 5 337.67835
## 2065 13 2 3 5 6 2017 4.97 6 337.67835
## 2066 14 2 3 5 6 2017 4.38 6 337.67835
## 2067 15 2 3 5 6 2017 2.31 3 337.67835
## 2068 1 2 3 5 4 2017 1.00 1 348.05913
## 2069 2 2 3 5 4 2017 1.66 2 348.05913
## 2070 3 2 3 5 4 2017 3.56 5 348.05913
## 2071 4 2 3 5 4 2017 1.45 2 348.05913
## 2072 5 2 3 5 4 2017 8.76 10 348.05913
## 2073 6 2 3 5 4 2017 7.38 9 348.05913
## 2074 7 2 3 5 4 2017 6.52 8 348.05913
## 2075 8 2 3 5 4 2017 0.79 1 348.05913
## 2076 9 2 3 5 4 2017 0.66 1 348.05913
## 2077 10 2 3 5 4 2017 2.21 3 348.05913
## 2078 11 2 3 5 4 2017 2.97 4 348.05913
## 2079 12 2 3 5 4 2017 1.66 2 348.05913
## 2080 13 2 3 5 4 2017 1.00 1 348.05913
## 2081 14 2 3 5 4 2017 3.90 5 348.05913
## 2082 15 2 3 5 4 2017 9.07 12 348.05913
## 2083 1 2 3 5 4 2017 1.83 3 521.98371
## 2084 2 2 3 5 4 2017 3.11 4 521.98371
## 2085 3 2 3 5 4 2017 5.83 7 521.98371
## 2086 4 2 3 5 4 2017 2.21 3 521.98371
## 2087 5 2 3 5 4 2017 2.97 4 521.98371
## 2088 6 2 3 5 4 2017 2.35 3 521.98371
## 2089 7 2 3 5 4 2017 4.24 6 521.98371
## 2090 8 2 3 5 5 2017 0.79 1 521.98371
## 2091 9 2 3 5 4 2017 1.55 2 521.98371
## 2092 10 2 3 5 4 2017 3.42 5 521.98371
## 2093 11 2 3 5 5 2017 2.52 3 521.98371
## 2094 12 2 3 5 4 2017 5.72 7 521.98371
## 2095 13 2 3 5 4 2017 5.65 7 521.98371
## 2096 15 2 3 5 4 2017 3.97 5 521.98371
## 2097 1 2 3 5 5 2017 5.58 7 753.64315
## 2098 2 2 3 5 5 2017 0.79 1 753.64315
## 2099 3 2 3 5 5 2017 3.55 4 753.64315
## 2100 4 2 3 5 5 2017 0.76 1 753.64315
## 2101 5 2 3 5 5 2017 0.79 1 753.64315
## 2102 6 2 3 5 5 2017 1.76 2 753.64315
## 2103 7 2 3 5 5 2017 1.76 2 753.64315
## 2104 8 2 3 5 5 2017 3.33 5 753.64315
## 2105 9 2 3 5 6 2017 2.79 3 753.64315
## 2106 10 2 3 5 6 2017 3.24 4 753.64315
## 2107 12 2 3 5 5 2017 1.76 2 753.64315
## 2108 13 2 3 5 5 2017 1.00 1 753.64315
## 2109 14 2 3 5 5 2017 1.00 1 753.64315
## 2110 15 2 3 5 5 2017 2.83 4 753.64315
## 2111 1 2 3 5 4 2017 1.66 2 309.32368
## 2112 2 2 3 5 4 2017 2.83 4 309.32368
## 2113 3 2 3 5 4 2017 3.09 5 309.32368
## 2114 4 2 3 5 4 2017 3.97 6 309.32368
## 2115 5 2 3 5 4 2017 5.59 7 309.32368
## 2116 6 2 3 5 4 2017 4.10 5 309.32368
## 2117 7 2 3 5 4 2017 7.07 8 309.32368
## 2118 8 2 3 5 4 2017 0.66 1 309.32368
## 2119 9 2 3 5 4 2017 2.83 4 309.32368
## 2120 10 2 3 5 4 2017 3.00 4 309.32368
## 2121 11 2 3 5 4 2017 2.02 3 309.32368
## 2122 12 2 3 5 4 2017 2.21 3 309.32368
## 2123 13 2 3 5 4 2017 2.02 3 309.32368
## 2124 14 2 3 5 4 2017 2.45 4 309.32368
## 2125 15 2 3 5 4 2017 1.90 3 309.32368
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## 2127 2 2 3 5 2 2017 3.21 4 393.27460
## 2128 3 2 3 5 2 2017 1.62 2 393.27460
## 2129 5 2 3 5 2 2017 2.18 3 393.27460
## 2130 6 2 3 5 2 2017 1.66 2 393.27460
## 2131 8 2 3 5 2 2017 4.62 6 393.27460
## 2132 9 2 3 5 2 2017 1.42 2 393.27460
## 2133 10 2 3 5 2 2017 3.66 5 393.27460
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## 2135 12 2 3 5 2 2017 3.76 5 393.27460
## 2136 13 2 3 5 2 2017 3.90 5 393.27460
## 2137 15 2 3 5 2 2017 2.11 3 393.27460
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## 2140 3 2 3 5 1 2017 1.79 2 276.95260
## 2141 5 2 3 5 1 2017 1.79 2 276.95260
## 2142 6 2 3 5 1 2017 2.00 3 276.95260
## 2143 7 2 3 5 1 2017 1.45 2 276.95260
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## 2145 9 2 3 5 1 2017 0.66 1 276.95260
## 2146 10 2 3 5 1 2017 1.00 1 276.95260
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## 2148 12 2 3 5 1 2017 1.76 2 276.95260
## 2149 13 2 3 5 1 2017 1.42 2 276.95260
## 2150 14 2 3 5 1 2017 0.66 1 276.95260
## 2151 15 2 3 5 1 2017 1.00 1 276.95260
## 2152 1 2 3 5 1 2017 1.66 2 313.48527
## 2153 2 2 3 5 1 2017 0.76 1 313.48527
## 2154 3 2 3 5 1 2017 1.42 2 313.48527
## 2155 4 2 3 5 1 2017 1.00 1 313.48527
## 2156 5 2 3 5 1 2017 0.76 1 313.48527
## 2157 6 2 3 5 1 2017 4.83 7 313.48527
## 2158 7 2 3 5 1 2017 3.34 4 313.48527
## 2159 8 2 3 5 1 2017 4.71 5 313.48527
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## 2161 10 2 3 5 1 2017 2.52 4 313.48527
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## 2163 12 2 3 5 1 2017 1.32 2 313.48527
## 2164 13 2 3 5 1 2017 1.00 1 313.48527
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## 2172 6 2 4 6 1 2017 0.66 1 486.54419
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## 2174 8 2 4 6 1 2017 4.83 6 486.54419
## 2175 9 2 4 6 1 2017 6.23 9 486.54419
## 2176 10 2 4 6 1 2017 4.38 6 486.54419
## 2177 11 2 4 6 1 2017 4.45 6 486.54419
## 2178 12 2 4 6 1 2017 6.35 9 486.54419
## 2179 13 2 4 6 1 2017 4.10 5 486.54419
## 2180 14 2 4 6 1 2017 2.64 4 486.54419
## 2181 15 2 4 6 1 2017 5.52 8 486.54419
## 2182 1 2 3 5 10 2016 3.79 5 566.69065
## 2183 2 2 3 5 10 2016 1.00 1 566.69065
## 2184 3 2 3 5 10 2016 2.07 3 566.69065
## 2185 4 2 3 5 10 2016 1.88 3 566.69065
## 2186 5 2 3 5 10 2016 1.97 3 566.69065
## 2187 6 2 3 5 10 2016 1.83 3 566.69065
## 2188 7 2 3 5 10 2016 0.66 1 566.69065
## 2189 8 2 3 5 11 2016 0.79 1 566.69065
## 2190 9 2 3 5 10 2016 0.66 1 566.69065
## 2191 10 2 3 5 10 2016 2.66 4 566.69065
## 2192 12 2 3 5 10 2016 1.00 1 566.69065
## 2193 13 2 3 5 10 2016 3.42 5 566.69065
## 2194 14 2 3 5 10 2016 1.45 2 566.69065
## 2195 15 2 3 5 10 2016 2.45 3 566.69065
## 2196 1 2 3 5 12 2016 9.23 14 433.87959
## 2197 2 2 3 5 12 2016 6.18 9 433.87959
## 2198 3 2 3 5 12 2016 4.31 5 433.87959
## 2199 4 2 3 5 12 2016 1.42 2 433.87959
## 2200 5 2 3 5 12 2016 4.07 5 433.87959
## 2201 6 2 3 5 12 2016 2.28 3 433.87959
## 2202 7 2 3 5 12 2016 1.00 1 433.87959
## 2203 8 2 3 5 12 2016 1.28 2 433.87959
## 2204 9 2 3 5 12 2016 2.80 4 433.87959
## 2205 10 2 3 5 12 2016 1.00 1 433.87959
## 2206 11 2 3 5 12 2016 1.87 3 433.87959
## 2207 12 2 3 5 12 2016 3.28 4 433.87959
## 2208 13 2 3 5 12 2016 3.00 4 433.87959
## 2209 14 2 3 5 12 2016 0.79 1 433.87959
## 2210 15 2 3 5 12 2016 1.45 2 433.87959
## 2211 1 2 3 5 11 2016 7.10 9 272.95194
## 2212 2 2 3 5 11 2016 5.31 6 272.95194
## 2213 3 2 3 5 11 2016 6.13 9 272.95194
## 2214 4 2 3 5 11 2016 4.79 6 272.95194
## 2215 5 2 3 5 12 2016 3.31 4 272.95194
## 2216 6 2 3 5 11 2016 1.83 3 272.95194
## 2217 7 2 3 5 12 2016 4.21 6 272.95194
## 2218 8 2 3 5 12 2016 5.48 7 272.95194
## 2219 9 2 3 5 11 2016 3.66 4 272.95194
## 2220 10 2 3 5 12 2016 3.59 5 272.95194
## 2221 11 2 3 5 12 2016 4.18 6 272.95194
## 2222 12 2 3 5 12 2016 2.90 4 272.95194
## 2223 13 2 3 5 12 2016 2.97 4 272.95194
## 2224 14 2 3 5 12 2016 1.76 2 272.95194
## 2225 15 2 3 5 12 2016 3.10 4 272.95194
## 2226 1 2 3 5 2 2017 5.15 7 440.98624
## 2227 2 2 3 5 2 2017 0.66 1 440.98624
## 2228 3 2 3 5 2 2017 2.18 3 440.98624
## 2229 4 2 3 5 2 2017 4.14 6 440.98624
## 2230 5 2 3 5 2 2017 0.66 1 440.98624
## 2231 6 2 3 5 2 2017 0.66 1 440.98624
## 2232 7 2 3 5 2 2017 2.55 3 440.98624
## 2233 8 2 3 5 2 2017 1.38 2 440.98624
## 2234 10 2 3 5 2 2017 3.73 5 440.98624
## 2235 11 2 3 5 2 2017 0.79 1 440.98624
## 2236 12 2 3 5 2 2017 2.90 4 440.98624
## 2237 13 2 3 5 2 2017 4.16 6 440.98624
## 2238 14 2 3 5 2 2017 2.18 3 440.98624
## 2239 15 2 3 5 2 2017 0.66 1 440.98624
## 2240 1 2 3 5 3 2017 1.76 2 824.80420
## 2241 2 2 3 5 4 2017 3.07 4 824.80420
## 2242 3 2 3 5 3 2017 6.45 9 824.80420
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## 2244 5 2 3 5 3 2017 3.21 4 824.80420
## 2245 6 2 3 5 3 2017 1.52 2 824.80420
## 2246 8 2 3 5 3 2017 3.47 5 824.80420
## 2247 9 2 3 5 3 2017 4.07 5 824.80420
## 2248 11 2 3 5 3 2017 1.45 2 824.80420
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## 2250 13 2 3 5 3 2017 1.00 1 824.80420
## 2251 14 2 3 5 3 2017 1.00 1 824.80420
## 2252 15 2 3 5 3 2017 3.33 5 824.80420
## 2253 1 2 3 5 5 2017 0.76 1 554.92943
## 2254 3 2 3 5 4 2017 2.07 3 554.92943
## 2255 4 2 3 5 4 2017 2.56 4 554.92943
## 2256 5 2 3 5 4 2017 3.71 6 554.92943
## 2257 6 2 3 5 4 2017 0.66 1 554.92943
## 2258 8 2 3 5 4 2017 4.69 6 554.92943
## 2259 9 2 3 5 4 2017 0.66 1 554.92943
## 2260 10 2 3 5 4 2017 2.45 3 554.92943
## 2261 11 2 3 5 4 2017 2.38 3 554.92943
## 2262 12 2 3 5 4 2017 1.42 2 554.92943
## 2263 13 2 3 5 4 2017 4.40 7 554.92943
## 2264 14 2 3 5 4 2017 2.21 3 554.92943
## 2265 15 2 3 5 4 2017 2.14 3 554.92943
## 2266 2 2 3 5 11 2016 0.66 1 494.31931
## 2267 3 2 3 5 12 2016 1.00 1 494.31931
## 2268 4 2 3 5 12 2016 1.00 1 494.31931
## 2269 5 2 3 5 12 2016 0.66 1 494.31931
## 2270 6 2 3 5 11 2016 2.66 4 494.31931
## 2271 7 2 3 5 11 2016 1.71 3 494.31931
## 2272 8 2 3 5 11 2016 0.66 1 494.31931
## 2273 9 2 3 5 11 2016 3.35 5 494.31931
## 2274 10 2 3 5 11 2016 0.66 1 494.31931
## 2275 11 2 3 5 12 2016 0.66 1 494.31931
## 2276 12 2 3 5 12 2016 2.90 4 494.31931
## 2277 13 2 3 5 12 2016 4.38 6 494.31931
## 2278 14 2 3 5 12 2016 0.79 1 494.31931
## 2279 15 2 3 5 12 2016 1.21 2 494.31931
## 2280 1 2 3 5 2 2017 1.00 1 364.99057
## 2281 2 2 3 5 2 2017 4.34 6 364.99057
## 2282 3 2 3 5 2 2017 2.64 4 364.99057
## 2283 4 2 3 5 2 2017 4.03 5 364.99057
## 2284 5 2 3 5 2 2017 1.76 2 364.99057
## 2285 6 2 3 5 2 2017 3.59 5 364.99057
## 2286 7 2 3 5 2 2017 0.79 1 364.99057
## 2287 8 2 3 5 2 2017 3.16 5 364.99057
## 2288 9 2 3 5 2 2017 8.77 13 364.99057
## 2289 10 2 3 5 2 2017 0.66 1 364.99057
## 2290 11 2 3 5 2 2017 3.93 5 364.99057
## 2291 12 2 3 5 2 2017 1.42 2 364.99057
## 2292 13 2 3 5 2 2017 3.52 5 364.99057
## 2293 14 2 3 5 2 2017 1.52 2 364.99057
## 2294 15 2 3 5 2 2017 4.21 6 364.99057
## 2295 1 2 4 6 2 2017 3.52 5 864.92954
## 2296 2 2 4 6 2 2017 3.65 4 864.92954
## 2297 3 2 4 6 2 2017 0.79 1 864.92954
## 2298 4 2 4 6 2 2017 3.07 4 864.92954
## 2299 5 2 4 6 2 2017 3.59 5 864.92954
## 2300 6 2 4 6 2 2017 2.85 3 864.92954
## 2301 7 2 4 6 2 2017 2.66 4 864.92954
## 2302 8 2 4 6 2 2017 2.38 3 864.92954
## 2303 9 2 4 6 2 2017 2.49 4 864.92954
## 2304 10 2 4 6 2 2017 5.74 8 864.92954
## 2305 11 2 4 6 2 2017 2.90 4 864.92954
## 2306 13 2 4 6 2 2017 1.00 1 864.92954
## 2307 14 2 4 6 2 2017 2.52 4 864.92954
## 2308 15 2 4 6 2 2017 2.73 4 864.92954
## 2309 1 2 4 6 4 2017 1.42 2 478.26200
## 2310 2 2 4 6 4 2017 2.93 4 478.26200
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## 2312 4 2 4 6 4 2017 3.14 5 478.26200
## 2313 5 2 4 6 4 2017 1.32 2 478.26200
## 2314 7 2 4 6 4 2017 1.00 1 478.26200
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## 2316 10 2 4 6 4 2017 3.11 4 478.26200
## 2317 11 2 4 6 4 2017 4.97 7 478.26200
## 2318 12 2 4 6 4 2017 5.34 7 478.26200
## 2319 13 2 4 6 4 2017 2.21 3 478.26200
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## 2321 15 2 4 6 4 2017 4.66 7 478.26200
## 2322 1 2 3 5 12 2016 2.71 4 147.64873
## 2323 2 2 3 5 12 2016 1.45 2 147.64873
## 2324 3 2 3 5 12 2016 0.66 1 147.64873
## 2325 4 2 3 5 12 2016 3.76 5 147.64873
## 2326 5 2 3 5 12 2016 0.66 1 147.64873
## 2327 6 2 3 5 12 2016 1.00 1 147.64873
## 2328 7 2 3 5 12 2016 1.76 2 147.64873
## 2329 8 2 3 5 12 2016 1.00 1 147.64873
## 2330 9 2 3 5 12 2016 0.79 1 147.64873
## 2331 10 2 3 5 12 2016 1.00 1 147.64873
## 2332 11 2 3 5 12 2016 1.00 1 147.64873
## 2333 12 2 3 5 12 2016 4.21 5 147.64873
## 2334 13 2 3 5 12 2016 3.35 5 147.64873
## 2335 14 2 3 5 12 2016 1.55 2 147.64873
## 2336 15 2 3 5 12 2016 4.07 6 147.64873
## 2337 1 2 3 5 11 2016 5.27 6 595.44809
## 2338 2 2 3 5 11 2016 2.31 3 595.44809
## 2339 3 2 3 5 11 2016 1.55 2 595.44809
## 2340 4 2 3 5 12 2016 1.00 1 595.44809
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## 2342 6 2 3 5 12 2016 3.41 4 595.44809
## 2343 7 2 3 5 12 2016 1.00 1 595.44809
## 2344 8 2 3 5 12 2016 1.00 1 595.44809
## 2345 9 2 3 5 12 2016 2.90 4 595.44809
## 2346 10 2 3 5 11 2016 2.89 3 595.44809
## 2347 11 2 3 5 11 2016 1.00 1 595.44809
## 2348 12 2 3 5 12 2016 1.00 1 595.44809
## 2349 13 2 3 5 12 2016 0.79 1 595.44809
## 2350 14 2 3 5 12 2016 2.02 3 595.44809
## 2351 15 2 3 5 12 2016 5.69 7 595.44809
## 2352 1 2 3 5 2 2017 9.85 12 413.85754
## 2353 2 2 3 5 2 2017 4.66 7 413.85754
## 2354 3 2 3 5 2 2017 1.00 1 413.85754
## 2355 4 2 3 5 2 2017 4.59 6 413.85754
## 2356 5 2 3 5 2 2017 1.00 1 413.85754
## 2357 6 2 3 5 2 2017 3.14 4 413.85754
## 2358 7 2 3 5 2 2017 8.85 11 413.85754
## 2359 8 2 3 5 2 2017 0.79 1 413.85754
## 2360 9 2 3 5 2 2017 6.03 7 413.85754
## 2361 10 2 3 5 2 2017 3.31 4 413.85754
## 2362 11 2 3 5 2 2017 4.58 5 413.85754
## 2363 12 2 3 5 2 2017 0.79 1 413.85754
## 2364 13 2 3 5 2 2017 4.96 6 413.85754
## 2365 14 2 3 5 2 2017 2.03 2 413.85754
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## 2368 2 2 4 6 1 2017 2.83 4 323.41072
## 2369 3 2 4 6 1 2017 2.76 4 323.41072
## 2370 4 2 4 6 1 2017 0.79 1 323.41072
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## 2373 7 2 4 6 1 2017 4.03 5 323.41072
## 2374 8 2 4 6 1 2017 4.21 6 323.41072
## 2375 9 2 4 6 1 2017 1.45 2 323.41072
## 2376 10 2 4 6 1 2017 3.07 4 323.41072
## 2377 11 2 4 6 1 2017 2.28 3 323.41072
## 2378 12 2 4 6 1 2017 1.32 2 323.41072
## 2379 13 2 4 6 1 2017 1.55 2 323.41072
## 2380 14 2 4 6 1 2017 7.65 10 323.41072
## WTA_S_HHSIZE.y rururb.y FDRECALL TOTFOOD
## 1 482.56894 2 0.7142857 4661.780
## 2 3377.98267 2 0.7142857 9437.439
## 3 482.56894 2 0.7142857 13935.699
## 4 1447.70691 2 0.7142857 6102.800
## 5 4343.12061 2 0.7142857 6990.480
## 6 965.13788 2 0.7142857 3079.567
## 7 4825.68945 2 0.7142857 6542.260
## 8 965.13788 2 0.7142857 1702.360
## 9 2412.84473 2 0.7142857 15067.199
## 10 965.13788 2 0.7142857 2727.280
## 11 482.56894 2 0.7142857 2609.020
## 12 965.13788 2 0.7142857 7516.080
## 13 965.13788 2 0.7142857 2154.960
## 14 2895.41382 2 0.7142857 7135.020
## 15 490.16623 2 0.7142857 4235.460
## 16 1470.49866 2 0.7142857 8749.780
## 17 1470.49866 2 0.7142857 10852.180
## 18 3431.16357 2 0.7142857 7184.660
## 19 1470.49866 2 0.7142857 4273.420
## 20 980.33246 2 0.7142857 6753.960
## 21 1470.49866 2 0.7142857 8979.000
## 22 2450.83105 2 0.7142857 9431.600
## 23 490.16623 2 0.7142857 5585.960
## 24 2940.99731 2 0.7142857 8647.580
## 25 980.33246 2 0.7142857 7675.220
## 26 2450.83105 2 0.7142857 10539.740
## 27 490.16623 2 0.7142857 5041.137
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## 1705 3469.62061 2 0.7142857 12228.960
## 1706 693.92413 2 0.7142857 7040.120
## 1707 3469.62061 2 0.7142857 8310.320
## 1708 2775.69653 2 0.7142857 11399.681
## 1709 6245.31738 2 0.7142857 10716.400
## 1710 4163.54492 2 0.7142857 10290.080
## 1711 693.92413 2 0.7142857 7745.300
## 1712 1387.84827 2 0.7142857 6701.400
## 1713 3469.62061 2 0.7142857 6745.200
## 1714 4163.54492 2 0.7142857 7056.180
## 1715 4163.54492 2 0.7142857 6635.700
## 1716 2775.69653 2 0.7142857 9462.261
## 1717 1218.84827 2 0.7142857 15278.899
## 1718 609.42413 2 0.7142857 10129.479
## 1719 1828.27246 2 0.7142857 0.000
## 1720 1828.27246 2 0.7142857 15943.200
## 1721 2437.69653 2 0.7142857 17235.301
## 1722 3047.12085 2 0.7142857 23155.600
## 1723 1828.27246 2 0.7142857 17125.801
## 1724 4875.39307 2 0.7142857 17829.520
## 1725 3656.54492 2 0.7142857 16994.400
## 1726 1218.84827 2 0.7142857 19896.879
## 1727 1218.84827 2 0.7142857 16143.220
## 1728 4265.96924 2 0.7142857 19432.600
## 1729 609.42413 2 0.7142857 14670.081
## 1730 609.42413 2 0.7142857 16352.000
## 1731 3656.54492 2 0.7142857 26093.119
## 1732 1124.54114 2 0.7142857 1976.840
## 1733 1874.23511 2 0.7142857 5800.580
## 1734 2998.77612 2 0.7142857 5404.920
## 1735 2623.92920 2 0.7142857 5842.920
## 1736 374.84702 2 0.7142857 7375.920
## 1737 2998.77612 2 0.7142857 2752.100
## 1738 374.84702 2 0.7142857 2819.990
## 1739 1124.54114 2 0.7142857 5651.660
## 1740 374.84702 2 0.7142857 3778.480
## 1741 3373.62329 2 0.7142857 6570.000
## 1742 374.84702 2 0.7142857 3892.360
## 1743 2249.08228 2 0.7142857 5196.140
## 1744 1499.38806 2 0.7142857 6686.800
## 1745 749.69403 2 0.7142857 13870.000
## 1746 387.67172 2 0.7142857 3057.240
## 1747 387.67172 2 0.7142857 1579.720
## 1748 3101.37378 2 0.7142857 3280.620
## 1749 2326.03027 2 0.7142857 5141.536
## 1750 387.67172 2 0.7142857 1089.160
## 1751 1550.68689 2 0.7142857 4349.340
## 1752 1163.01514 2 0.7142857 2172.480
## 1753 387.67172 2 0.7142857 1599.284
## 1754 387.67172 2 0.7142857 2168.100
## 1755 387.67172 2 0.7142857 1972.460
## 1756 1163.01514 2 0.7142857 3039.720
## 1757 1550.68689 2 0.7142857 4785.880
## 1758 2326.03027 2 0.7142857 4428.180
## 1759 2326.03027 2 0.7142857 4556.660
## 1760 1163.01514 2 0.7142857 2807.580
## 1761 989.97327 2 0.7142857 6921.859
## 1762 329.99109 2 0.7142857 4999.040
## 1763 329.99109 2 0.7142857 5104.160
## 1764 329.99109 2 0.7142857 3760.960
## 1765 659.98218 2 0.7142857 2592.960
## 1766 989.97327 2 0.7142857 6380.200
## 1767 659.98218 2 0.7142857 5549.460
## 1768 1979.94653 2 0.7142857 10760.199
## 1769 1979.94653 2 0.7142857 7719.020
## 1770 989.97327 2 0.7142857 12407.080
## 1771 329.99109 2 0.7142857 3813.520
## 1772 329.99109 2 0.7142857 4836.980
## 1773 1649.95544 2 0.7142857 8406.680
## 1774 989.97327 2 0.7142857 5337.760
## 1775 329.99109 2 0.7142857 3387.200
## 1776 391.04633 2 0.7142857 3041.180
## 1777 391.04633 2 0.7142857 1527.160
## 1778 391.04633 2 0.7142857 4913.338
## 1779 391.04633 2 0.7142857 4009.160
## 1780 1955.23157 2 0.7142857 6697.020
## 1781 1173.13892 2 0.7142857 8523.479
## 1782 391.04633 2 0.7142857 2797.360
## 1783 2737.32422 2 0.7142857 5939.280
## 1784 1564.18530 2 0.7142857 8891.400
## 1785 391.04633 2 0.7142857 1877.560
## 1786 782.09265 2 0.7142857 2227.960
## 1787 782.09265 2 0.7142857 3693.800
## 1788 1173.13892 2 0.7142857 4004.780
## 1789 1173.13892 2 0.7142857 2527.260
## 1790 2058.00684 2 0.7142857 12017.260
## 1791 187.09152 2 0.7142857 7989.120
## 1792 1309.64062 2 0.7142857 16658.600
## 1793 561.27454 2 0.7142857 10704.720
## 1794 1122.54907 2 0.7142857 13563.399
## 1795 1122.54907 2 0.7142857 14564.672
## 1796 1496.73218 2 0.7142857 16064.380
## 1797 561.27454 2 0.7142857 8856.360
## 1798 748.36609 2 0.7142857 10679.899
## 1799 1122.54907 2 0.7142857 10259.421
## 1800 561.27454 2 0.7142857 7454.274
## 1801 187.09152 2 0.7142857 6278.000
## 1802 1309.64062 2 0.7142857 16318.419
## 1803 1122.54907 2 0.7142857 16502.381
## 1804 287.99222 2 0.7142857 962.140
## 1805 287.99222 2 0.7142857 1344.660
## 1806 3167.91455 2 0.7142857 5238.480
## 1807 287.99222 2 0.7142857 1411.820
## 1808 863.97668 2 0.7142857 3079.262
## 1809 1439.96118 2 0.7142857 3788.700
## 1810 1151.96887 2 0.7142857 3384.280
## 1811 575.98444 2 0.7142857 2060.060
## 1812 1439.96118 2 0.7142857 3366.760
## 1813 287.99222 2 0.7142857 1854.200
## 1814 1439.96118 2 0.7142857 3279.160
## 1815 287.99222 2 0.7142857 1074.560
## 1816 287.99222 2 0.7142857 1588.480
## 1817 1151.96887 2 0.7142857 2480.540
## 1818 1251.02356 2 0.7142857 5722.227
## 1819 1668.03137 2 0.7142857 6567.080
## 1820 834.01569 2 0.7142857 4128.150
## 1821 417.00784 2 0.7142857 2241.100
## 1822 834.01569 2 0.7142857 3356.540
## 1823 417.00784 2 0.7142857 3185.720
## 1824 417.00784 2 0.7142857 541.660
## 1825 1251.02356 2 0.7142857 5480.840
## 1826 834.01569 2 0.7142857 5093.940
## 1827 2919.05493 2 0.7142857 5295.420
## 1828 417.00784 2 0.7142857 2696.620
## 1829 2085.03931 2 0.7142857 6270.700
## 1830 2919.05493 2 0.7142857 4216.480
## 1831 417.00784 2 0.7142857 2685.059
## 1832 3336.06274 2 0.7142857 4234.730
## 1833 397.54221 2 0.7142857 102.200
## 1834 397.54221 2 0.7142857 2816.340
## 1835 2782.79541 2 0.7142857 2807.580
## 1836 3577.87988 2 0.7142857 9060.760
## 1837 1590.16882 2 0.7142857 1280.420
## 1838 1987.71106 2 0.7142857 6251.720
## 1839 1590.16882 2 0.7142857 2087.800
## 1840 397.54221 2 0.7142857 567.940
## 1841 1590.16882 2 0.7142857 846.800
## 1842 3180.33765 2 0.7142857 2971.100
## 1843 795.08441 2 0.7142857 2425.060
## 1844 1987.71106 2 0.7142857 7624.120
## 1845 397.54221 2 0.7142857 2682.020
## 1846 1590.16882 2 0.7142857 2868.900
## 1847 1590.16882 2 0.7142857 3622.260
## 1848 496.31406 2 0.7142857 5750.940
## 1849 1488.94214 2 0.7142857 6794.840
## 1850 496.31406 2 0.7142857 2525.800
## 1851 2481.57031 2 0.7142857 7178.820
## 1852 1985.25623 2 0.7142857 7962.840
## 1853 3474.19849 2 0.7142857 12846.540
## 1854 3474.19849 2 0.7142857 8911.840
## 1855 1488.94214 2 0.7142857 8530.780
## 1856 496.31406 2 0.7142857 5680.860
## 1857 1488.94214 2 0.7142857 3260.180
## 1858 1488.94214 2 0.7142857 10409.800
## 1859 4963.14062 2 0.7142857 23843.260
## 1860 992.62811 2 0.7142857 2933.140
## 1861 3656.63232 2 0.7142857 15513.229
## 1862 1567.12817 2 0.7142857 4965.460
## 1863 2611.88013 2 0.7142857 11211.340
## 1864 522.37604 2 0.7142857 3579.920
## 1865 6268.51270 2 0.7142857 19614.613
## 1866 3134.25635 2 0.7142857 7796.400
## 1867 522.37604 2 0.7142857 5320.240
## 1868 2089.50415 2 0.7142857 8737.370
## 1869 2089.50415 2 0.7142857 4457.380
## 1870 2611.88013 2 0.7142857 14341.579
## 1871 2611.88013 2 0.7142857 11814.320
## 1872 1567.12817 2 0.7142857 5794.740
## 1873 522.37604 2 0.7142857 4279.260
## 1874 1781.10217 2 0.7142857 3701.100
## 1875 1781.10217 2 0.7142857 4247.140
## 1876 1187.40149 2 0.7142857 5347.980
## 1877 593.70074 2 0.7142857 4153.700
## 1878 4155.90527 2 0.7142857 22608.100
## 1879 2374.80298 2 0.7142857 9774.700
## 1880 1781.10217 2 0.7142857 8059.200
## 1881 2374.80298 2 0.7142857 7108.740
## 1882 1187.40149 2 0.7142857 1401.600
## 1883 593.70074 2 0.7142857 5848.760
## 1884 2374.80298 2 0.7142857 4996.120
## 1885 1187.40149 2 0.7142857 7022.600
## 1886 443.77167 2 0.7142857 4555.200
## 1887 443.77167 2 0.7142857 3277.700
## 1888 2662.62988 2 0.7142857 9400.940
## 1889 1331.31494 2 0.7142857 6424.000
## 1890 443.77167 2 0.7142857 3832.500
## 1891 1775.08667 2 0.7142857 6542.260
## 1892 443.77167 2 0.7142857 4701.200
## 1893 443.77167 2 0.7142857 6041.480
## 1894 1331.31494 2 0.7142857 7043.040
## 1895 443.77167 2 0.7142857 6624.020
## 1896 3106.40161 2 0.7142857 10238.979
## 1897 443.77167 2 0.7142857 4447.160
## 1898 1775.08667 2 0.7142857 6783.160
## 1899 1775.08667 2 0.7142857 7199.260
## 1900 2371.58447 2 0.7142857 8658.287
## 1901 1897.26746 2 0.7142857 25950.525
## 1902 1422.95056 2 0.7142857 3244.120
## 1903 1897.26746 2 0.7142857 5637.791
## 1904 948.63373 2 0.7142857 3607.660
## 1905 2371.58447 2 0.7142857 6159.740
## 1906 474.31686 2 0.7142857 5688.160
## 1907 2371.58447 2 0.7142857 6161.200
## 1908 2371.58447 2 0.7142857 2305.340
## 1909 1422.95056 2 0.7142857 6133.460
## 1910 2845.90112 2 0.7142857 15824.939
## 1911 3794.53491 2 0.7142857 11138.340
## 1912 948.63373 2 0.7142857 5965.560
## 1913 2845.90112 2 0.7142857 8507.420
## 1914 4362.30859 2 0.7142857 11304.779
## 1915 2423.50464 2 0.7142857 9720.680
## 1916 969.40186 2 0.7142857 4610.680
## 1917 969.40186 2 0.7142857 5867.740
## 1918 2423.50464 2 0.7142857 11405.521
## 1919 1454.10278 2 0.7142857 9617.020
## 1920 484.70093 2 0.7142857 2946.280
## 1921 2908.20557 2 0.7142857 21013.779
## 1922 2908.20557 2 0.7142857 12277.140
## 1923 484.70093 2 0.7142857 4521.620
## 1924 2423.50464 2 0.7142857 14840.899
## 1925 969.40186 2 0.7142857 5637.060
## 1926 484.70093 2 0.7142857 4883.700
## 1927 334.50031 2 0.7142857 2109.700
## 1928 334.50031 2 0.7142857 5750.940
## 1929 1672.50146 2 0.7142857 10887.221
## 1930 334.50031 2 0.7142857 5837.080
## 1931 334.50031 2 0.7142857 6368.520
## 1932 669.00061 2 0.7142857 6796.300
## 1933 1672.50146 2 0.7142857 6946.680
## 1934 2341.50195 2 0.7142857 11653.720
## 1935 1338.00122 2 0.7142857 7936.560
## 1936 1672.50146 2 0.7142857 8387.700
## 1937 1003.50085 2 0.7142857 7548.200
## 1938 1003.50085 2 0.7142857 9914.860
## 1939 334.50031 2 0.7142857 4295.320
## 1940 2007.00171 2 0.7142857 11015.700
## 1941 3935.89380 2 0.7142857 8727.880
## 1942 3935.89380 2 0.7142857 8413.979
## 1943 4919.86719 2 0.7142857 10214.160
## 1944 3935.89380 2 0.7142857 6600.076
## 1945 12791.65527 2 0.7142857 28728.422
## 1946 983.97345 2 0.7142857 2033.780
## 1947 3935.89380 2 0.7142857 5130.440
## 1948 7871.78760 2 0.7142857 8307.399
## 1949 5903.84082 2 0.7142857 4254.440
## 1950 1967.94690 2 0.7142857 6916.020
## 1951 2951.92041 2 0.7142857 5158.180
## 1952 5903.84082 2 0.7142857 3038.260
## 1953 522.23157 1 0.7142857 3320.040
## 1954 1566.69470 1 0.7142857 2066.046
## 1955 3133.38940 1 0.7142857 2412.650
## 1956 3655.62109 1 0.7142857 3463.120
## 1957 3655.62109 1 0.7142857 3893.820
## 1958 1566.69470 1 0.7142857 2636.760
## 1959 1044.46313 1 0.7142857 5972.860
## 1960 2088.92627 1 0.7142857 2874.740
## 1961 6266.77881 1 0.7142857 4689.520
## 1962 2088.92627 1 0.7142857 5826.130
## 1963 2088.92627 1 0.7142857 3898.200
## 1964 5744.54736 1 0.7142857 6574.380
## 1965 522.23157 1 0.7142857 1351.960
## 1966 522.23157 1 0.7142857 2436.010
## 1967 2088.92627 1 0.7142857 2435.280
## 1968 3150.47363 1 0.7142857 6847.400
## 1969 3150.47363 1 0.7142857 8307.399
## 1970 2625.39478 1 0.7142857 9300.200
## 1971 1575.23682 1 0.7142857 9235.960
## 1972 3675.55249 1 0.7142857 6416.700
## 1973 2625.39478 1 0.7142857 6266.320
## 1974 1575.23682 1 0.7142857 5524.640
## 1975 1575.23682 1 0.7142857 5788.900
## 1976 525.07892 1 0.7142857 4229.620
## 1977 525.07892 1 0.7142857 4311.380
## 1978 1575.23682 1 0.7142857 3355.080
## 1979 1050.15784 1 0.7142857 4547.900
## 1980 1050.15784 1 0.7142857 5310.020
## 1981 1436.23474 1 0.7142857 3988.720
## 1982 2393.72461 1 0.7142857 5775.760
## 1983 478.74493 1 0.7142857 0.000
## 1984 1914.97974 1 0.7142857 4282.180
## 1985 2872.46948 1 0.7142857 5003.420
## 1986 4787.44922 1 0.7142857 5803.500
## 1987 2872.46948 1 0.7142857 3536.120
## 1988 1914.97974 1 0.7142857 5161.100
## 1989 2872.46948 1 0.7142857 4593.160
## 1990 478.74493 1 0.7142857 5834.160
## 1991 478.74493 1 0.7142857 4745.000
## 1992 3351.21436 1 0.7142857 4581.480
## 1993 3351.21436 1 0.7142857 5926.140
## 1994 1436.23474 1 0.7142857 4010.620
## 1995 3351.21436 1 0.7142857 6235.661
## 1996 2435.92407 1 0.7142857 2449.880
## 1997 1623.94934 1 0.7142857 1848.360
## 1998 811.97467 1 0.7142857 845.340
## 1999 811.97467 1 0.7142857 916.150
## 2000 3247.89868 1 0.7142857 1876.587
## 2001 811.97467 1 0.7142857 1131.013
## 2002 1217.96204 1 0.7142857 1514.020
## 2003 811.97467 1 0.7142857 781.100
## 2004 1217.96204 1 0.7142857 1368.020
## 2005 405.98734 1 0.7142857 1178.220
## 2006 2029.93665 1 0.7142857 1839.600
## 2007 2029.93665 1 0.7142857 1479.710
## 2008 1217.96204 1 0.7142857 1240.513
## 2009 1623.94934 1 0.7142857 1435.180
## 2010 1040.10083 1 0.7142857 4340.580
## 2011 7280.70605 1 0.7142857 5514.420
## 2012 1040.10083 1 0.7142857 3099.580
## 2013 7280.70605 1 0.7142857 5432.660
## 2014 3120.30273 1 0.7142857 3845.640
## 2015 3120.30273 1 0.7142857 7098.520
## 2016 2080.20166 1 0.7142857 4311.380
## 2017 6240.60547 1 0.7142857 3997.188
## 2018 1040.10083 1 0.7142857 3320.040
## 2019 2080.20166 1 0.7142857 5355.280
## 2020 1040.10083 1 0.7142857 4937.720
## 2021 1040.10083 1 0.7142857 3979.960
## 2022 4160.40332 1 0.7142857 4861.800
## 2023 1040.10083 1 0.7142857 4207.720
## 2024 3120.30273 1 0.7142857 4280.720
## 2025 1442.70496 1 0.7142857 2511.200
## 2026 480.90167 1 0.7142857 1356.340
## 2027 1442.70496 1 0.7142857 2442.580
## 2028 2885.40991 1 0.7142857 2519.960
## 2029 480.90167 1 0.7142857 3432.460
## 2030 961.80334 1 0.7142857 3521.520
## 2031 2885.40991 1 0.7142857 2095.100
## 2032 961.80334 1 0.7142857 2639.680
## 2033 1442.70496 1 0.7142857 4134.720
## 2034 961.80334 1 0.7142857 1346.120
## 2035 480.90167 1 0.7142857 2518.500
## 2036 2404.50830 1 0.7142857 3518.600
## 2037 2885.40991 1 0.7142857 2953.580
## 2038 961.80334 1 0.7142857 3774.100
## 2039 403.59918 1 0.7142857 2360.820
## 2040 1210.79749 1 0.7142857 3121.480
## 2041 403.59918 1 0.7142857 2337.460
## 2042 2017.99585 1 0.7142857 3168.200
## 2043 1614.39673 1 0.7142857 2251.320
## 2044 807.19836 1 0.7142857 2498.060
## 2045 2421.59497 1 0.7142857 3442.680
## 2046 403.59918 1 0.7142857 2817.800
## 2047 1210.79749 1 0.7142857 2623.620
## 2048 2421.59497 1 0.7142857 4311.380
## 2049 807.19836 1 0.7142857 2541.860
## 2050 403.59918 1 0.7142857 4470.520
## 2051 2017.99585 1 0.7142857 3905.500
## 2052 403.59918 1 0.7142857 2820.720
## 2053 337.67834 1 0.7142857 2636.760
## 2054 675.35669 1 0.7142857 871.620
## 2055 675.35669 1 0.7142857 1898.000
## 2056 1350.71338 1 0.7142857 1930.120
## 2057 1688.39172 1 0.7142857 2936.060
## 2058 337.67834 1 0.7142857 1379.700
## 2059 2701.42676 1 0.7142857 2765.240
## 2060 2026.07007 1 0.7142857 1838.140
## 2061 337.67834 1 0.7142857 1765.140
## 2062 2026.07007 1 0.7142857 3124.400
## 2063 2026.07007 1 0.7142857 2211.900
## 2064 1688.39172 1 0.7142857 2467.400
## 2065 2026.07007 1 0.7142857 4255.900
## 2066 2026.07007 1 0.7142857 1560.740
## 2067 1013.03503 1 0.7142857 1081.373
## 2068 348.05911 1 0.7142857 1515.480
## 2069 696.11823 1 0.7142857 1365.100
## 2070 1740.29565 1 0.7142857 3850.020
## 2071 696.11823 1 0.7142857 6426.920
## 2072 3480.59131 1 0.7142857 9462.261
## 2073 3132.53223 1 0.7142857 11078.479
## 2074 2784.47290 1 0.7142857 2908.320
## 2075 348.05911 1 0.7142857 598.600
## 2076 348.05911 1 0.7142857 3559.480
## 2077 1044.17737 1 0.7142857 1410.360
## 2078 1392.23645 1 0.7142857 4479.280
## 2079 696.11823 1 0.7142857 2826.560
## 2080 348.05911 1 0.7142857 1933.040
## 2081 1740.29565 1 0.7142857 2738.960
## 2082 4176.70947 1 0.7142857 5140.660
## 2083 1565.95117 1 0.7142857 3752.200
## 2084 2087.93481 1 0.7142857 11757.380
## 2085 3653.88599 1 0.7142857 2868.900
## 2086 1565.95117 1 0.7142857 2227.960
## 2087 2087.93481 1 0.7142857 3715.700
## 2088 1565.95117 1 0.7142857 3197.400
## 2089 3131.90234 1 0.7142857 2232.340
## 2090 521.98370 1 0.7142857 6619.640
## 2091 1043.96741 1 0.7142857 1956.400
## 2092 2609.91846 1 0.7142857 2479.080
## 2093 1565.95117 1 0.7142857 2503.900
## 2094 3653.88599 1 0.7142857 5311.480
## 2095 3653.88599 1 0.7142857 3803.300
## 2096 2609.91846 1 0.7142857 5314.400
## 2097 5275.50195 1 0.7142857 13496.239
## 2098 753.64313 1 0.7142857 5739.260
## 2099 3014.57251 1 0.7142857 8851.979
## 2100 753.64313 1 0.7142857 6162.660
## 2101 753.64313 1 0.7142857 3810.600
## 2102 1507.28625 1 0.7142857 6616.720
## 2103 1507.28625 1 0.7142857 10818.600
## 2104 3768.21582 1 0.7142857 9301.660
## 2105 2260.92944 1 0.7142857 11117.900
## 2106 3014.57251 1 0.7142857 13065.539
## 2107 1507.28625 1 0.7142857 12281.520
## 2108 753.64313 1 0.7142857 2133.060
## 2109 753.64313 1 0.7142857 3766.800
## 2110 3014.57251 1 0.7142857 2920.000
## 2111 618.64734 1 0.7142857 2533.830
## 2112 1237.29468 1 0.7142857 3530.888
## 2113 1546.61841 1 0.7142857 3786.510
## 2114 1855.94214 1 0.7142857 5708.479
## 2115 2165.26587 1 0.7142857 10570.887
## 2116 1546.61841 1 0.7142857 6060.704
## 2117 2474.58936 1 0.7142857 11777.333
## 2118 309.32367 1 0.7142857 5802.040
## 2119 1237.29468 1 0.7142857 4131.557
## 2120 1237.29468 1 0.7142857 6632.050
## 2121 927.97107 1 0.7142857 4201.880
## 2122 927.97107 1 0.7142857 5499.090
## 2123 927.97107 1 0.7142857 5190.604
## 2124 1237.29468 1 0.7142857 2797.165
## 2125 927.97107 1 0.7142857 16713.350
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## 2380 3234.10718 1 0.7142857 12969.180
## [ reached 'max' / getOption("max.print") -- omitted 11629 rows ]